Professor Dacheng Tao

ARC Laureate Fellow
Professor of Computer Science
School of Information Technologies

J12 - The School of Information Technologies
The University of Sydney

Telephone +61 2 8627 5810

Website School of Information Technologies

Curriculum vitae Curriculum vitae

Biographical details

Professor Dacheng Tao is a Professor of Computer Science in the School of Information Technologies at The University of Sydney. Professor Tao’s research interests include artificial intelligence (AI), computer vision, deep learning, statistical learning and their applications to neuroscience, robotics, video surveillance and medical informatics. His research is at the forefront of heralding the next generation of autonomous machines, which will have a monumental impact on key aspects of industry and the economy, including driverless cars, automated manufacturing and environmental change monitoring/emergency detection.

He has significantly contributed to national and international AI technology, systems development and knowledge. His research results have expounded in one monograph, as well as more than 500 publications in prestigious journals and prominent conferences, with several best paper awards—such as: the best theory/algorithm paper runner up award in the Institute of Electrical and Electronics Engineers (IEEE) International Conference on Data Mining (ICDM) 2007; the best student paper award in IEEE ICDM 2013; the 2014 ICDM 10-year highest-impact paper award; and the 2017 IEEE Signal Processing Society Best Paper Award. In 2015–2016, Professor Tao was ranked as a Highly Cited Researcher for Engineering and Computer Science by Thomas Reuters.

Professor Tao received the 2015 Australian Scopus-Eureka Prize and the ACS Gold Disruptor Award. He is a Fellow of the IEEE, Optical Society of America, International Association of Pattern Recognition and SPIE (the international society for optics and photonics).

Professor Tao was awarded an 2017 ARC Australian Laureate Fellowship.

Current research students

Project title Research student
Combination of deep learning and human learning on object recognition Jiayan QIU
simultaneous localization and mapping for robotics navigation Hao XIONG

In the media

    Selected grants

    2018

    • On Snapping up Semantics of Dynamic Pixels from Moving Cameras; Tao D; Australian Research Council (ARC)/Australian Laureate Fellowships (FL).

    2015

    • Sequential Interaction Mining for Cyberbullying Detection on Social Media; Tsang I, Li X, Tao D, Long G, Wisener D, Hinch J, Wang A, Pallon J; Australian Research Council (ARC)/Linkage Projects (LP).

    2014

    • Deep Pattern Mining for Dynamic Real-time Enterprise Scale Pricing; Zhang C, Tao D, Chen L; Australian Research Council (ARC)/Linkage Projects (LP).
    • FlashLite: a high performance machine for data intensive science; Abramson D, Zhou X, Bernhardt D, Zhang C, Zhu X, Tao D, Chen L, Drinkwater M, Tomlinson R, et al V; Australian Research Council (ARC)/Linkage Projects (LP).

    2013

    • Multiview Complete Space Learning for Sparse Camera Network Research; Tao D; Australian Research Council (ARC)/Future Fellowships (FT).

    2012

    • A General Bayesian Multilinear Analysis Framework for Human Behaviour Recognition; Tao D; Australian Research Council (ARC)/Discovery Projects (DP).

    Selected publications

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    Books

    • Yu, J., Tao, D. (2013). Modern Machine Learning Techniques and Their Applications in Cartoon Animation Research. New Jersey: John Wiley & Sons. [More Information]

    Edited Books

    • He, X., Luo, S., Tao, D., Xu, C., Yang, J., Hasan, M. (2015). MultiMedia Modeling: 21st International Conference, MMM 2015, Sydney, Australia, January 5-7, 2015, Proceedings, Part I (Lecture Notes in Computer Science). Cham: Springer.
    • He, X., Luo, S., Tao, D., Xu, C., Yang, J., Hasan, M. (2015). MultiMedia Modeling: 21st International Conference, MMM 2015, Sydney, Australia, January 5-7, 2015, Proceedings, Part II (Lecture Notes in Computer Science). Springer.

    Book Chapters

    • Luo, Y., Tao, D., Xu, C. (2013). Patch alignment for graph embedding. In Yun Fu and Yunqian Ma (Eds.), Graph Embedding for Pattern Analysis, (pp. 73-118). New York: Springer. [More Information]

    Journals

    • Zhang, S., Lan, X., Yao, H., Zhou, H., Tao, D., Li, X. (2017). A Biologically Inspired Appearance Model for Robust Visual Tracking (Forthcoming). IEEE Transactions on Neural Networks and Learning Systems, 23.
    • Fang, M., Yin, J., Hall, L., Tao, D. (2017). Active Multi-Task Learning with Trace Norm Regularization based on Excess Risk. IEEE Transactions on Cybernetics, In Press, 1-10. [More Information]
    • Liu, T., Tao, D., Song, M., Maybank, S. (2017). Algorithm-Dependent Generalization Bounds for Multi-Task Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39(2), 227-241. [More Information]
    • Zhang, K., Tao, D., Gao, X., Li, X., Li, J. (2017). Coarse-to-Fine Learning for Single Image Super-resolution. IEEE Transactions on Neural Networks and Learning Systems, 28(5), 1109-1122. [More Information]
    • Xiong, W., Zhang, L., Du, B., Tao, D. (2017). Combining local and global: Rich and robust feature pooling for visual recognition. Pattern Recognition, 62, 225-235. [More Information]
    • Zeng, K., Yu, J., Wang, R., Li, C., Tao, D. (2017). Coupled Deep Autoencoder for Single Image Super-Resolution. IEEE Transactions on Cybernetics, 47(1), 27-37. [More Information]
    • Yu, J., Yang, X., Gao, F., Tao, D. (2017). Deep Multimodal Distance Metric Learning Using Click Constraints for Image Ranking (Forthcoming). IEEE Transactions on Cybernetics.
    • Li, J., Mei, X., Prokhorov, D., Tao, D. (2017). Deep Neural Network for Structural Prediction and Lane Detection in Traffic Scene (Forthcoming). IEEE Transactions on Neural Networks and Learning Systems, 28(3), 690-703. [More Information]
    • Li, J., Xu, C., Yang, W., Sun, C., Tao, D. (2017). Discriminative Multi-view Interactive Image Re-ranking [Forthcoming]. IEEE Transactions on Image Processing. [More Information]
    • Qiao, M., Liu, L., Yu, J., Xu, C., Tao, D. (2017). Diversified dictionaries for multi-instance learning. Pattern Recognition, 64, 407-416. [More Information]
    • Chen, Z., You, X., Zhong, B., Li, J., Tao, D. (2017). Dynamically Modulated Mask Sparse Tracking. IEEE Transactions on Cybernetics, PP(99), 1-13. [More Information]
    • Liu, Q., Sun, Y., Wang, C., Liu, T., Tao, D. (2017). Elastic net hypergraph learning for image clustering and semi-supervised classification. IEEE Transactions on Image Processing, 26(1), 452-463. [More Information]
    • Du, B., Wang, Z., Zhang, L., Zhang, L., Liu, W., Shen, J., Tao, D. (2017). Exploring Representativeness and Informativeness for Active Learning. IEEE Transactions on Cybernetics, 47(1), 14-26. [More Information]
    • Gui, J., Sun, Z., Ji, S., Tao, D., Tan, T. (2017). Featured Selection Based on Structured Sparsity: A Comprehensive Study. IEEE Transactions on Neural Networks and Learning Systems, In Press, 1-18. [More Information]
    • Xu, Z., Tao, D., Huang, S., Zhang, Y. (2017). Friend or Foe: Fine-Grained Categorization with Weak Supervision. IEEE Transactions on Image Processing, 26(1), 135-146. [More Information]
    • Tian, D., Tao, D. (2017). Global Hashing System for Fast Image Search. IEEE Transactions on Image Processing, 26(1), 79-89. [More Information]
    • Gong, D., Li, Z., Huang, W., Li, X., Tao, D. (2017). Heterogeneous Face Recognition: A Common Encoding Feature Discriminant Approach. IEEE Transactions on Image Processing, 26(5), 2079-2089. [More Information]
    • Qu, Y., Lin, L., Shen, F., Lu, C., Wu, Y., Xie, Y., Tao, D. (2017). Joint Hierarchical Category Structure Learning and Large-Scale Image Classification. IEEE Transactions on Image Processing, PP(99), 1-16. [More Information]
    • Gong, C., Tao, D., Liu, W., Liu, L., Yang, J. (2017). Label Propagation via Teaching-to-Learn and Learning-to-Teach. IEEE Transactions on Neural Networks and Learning Systems, 28(6), 1452-1465. [More Information]
    • Tao, D., Tao, D., Li, X., Gao, X. (2017). Large Sparse Cone Non-negative Matrix Factorization for Image Annotation. ACM Transactions on Intelligent Systems and Technology, 8(3), 1-21. [More Information]
    • Zhang, C., Du, L., Tao, D. (2017). LSV-Based Tail Inequalities for Sums of Random Matrices. Neural Computation, 29(1), 247-262. [More Information]
    • Wang, Y., Xu, C., You, S., Xu, C., Tao, D. (2017). Parts for the Whole: The DCT Norm for Extreme Visual Recovery (Forthcoming). IEEE Transactions on Image Processing, 23.
    • Du, B., Zhang, M., Zhang, L., Hu, R., Tao, D. (2017). PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral Images. IEEE Transactions on Multimedia, 19(1), 67-79. [More Information]
    • Du, B., Wang, Z., Zhang, L., Zhang, L., Tao, D. (2017). Robust and Discriminative Labelling for Multi-label Active Learning Based on Maximum Correntropy Criterion. IEEE Transactions on Image Processing, 26(4), 1694-1707. [More Information]
    • Sun, L., Chen, K., Song, M., Tao, D., Chen, G., Chen, C. (2017). Robust, Efficient Depth Reconstruction With Hierarchical Confidence-Based Matching. IEEE Transactions on Image Processing, 26(7), 3331-3343. [More Information]
    • Zhang, L., Zhang, Q., Du, B., Huang, X., Tang, Y., Tao, D. (2017). Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images. IEEE Transactions on Cybernetics, PP(99), 1-13. [More Information]
    • Liu, H., Wu, J., Liu, T., Tao, D., Fu, Y. (2017). Spectral Ensemble Clustering via Weighted K-means: Theoretical and Practical Evidence. IEEE Transactions On Knowledge And Data Engineering, 29(5), 1129-1143. [More Information]
    • Gui, J., Liu, T., Sun, Z., Tao, D., Tan, T. (2017). Supervised Discrete Hashing with Relaxation (Forthcoming). IEEE Transactions on Neural Networks and Learning Systems, 23. [More Information]
    • Hu, W., Tao, D., Zhang, W., Xie, Y., Yang, Y. (2017). The Twist Tensor Nuclear Norm for Video Completion (Forthcoming). IEEE Transactions on Neural Networks and Learning Systems, 23. [More Information]
    • Xu, Z., Huang, S., Zhang, Y., Tao, D. (2017). Webly-supervised Fine-grained Visual Categorisation via Deep Domain Adaptation (Forthcoming). IEEE Transactions on Pattern Analysis and Machine Intelligence, 37. [More Information]
    • Ding, C., Tao, D. (2016). A comprehensive survey on Pose-Invariant Face Recognition. ACM Transactions on Intelligent Systems and Technology, 7(3), 1-42. [More Information]
    • Shen, F., Zhou, X., Yang, Y., Song, J., Shen, H., Tao, D. (2016). A Fast Optimization Method for General Binary Code Learning. IEEE Transactions on Image Processing, 25(12), 5610-5621. [More Information]
    • Liu, T., Gong, M., Tao, D. (2016). A Large-Cone Nonnegative Matrix Factorization. IEEE Transactions on Neural Networks and Learning Systems, 23.
    • Liu, J., Su, H., Hu, W., Zhang, L., Tao, D. (2016). A minimal Munsell value error based laser printer model. Neurocomputing, 204, 231-239. [More Information]
    • Zheng, H., Geng, X., Tao, D., Jin, Z. (2016). A multi-task model for simultaneous face identification and facial expression recognition. Neurocomputing, 171, 515-523. [More Information]
    • Li, Z., Gong, D., Li, X., Tao, D. (2016). Aging Face Recognition: A Hierarchical Learning Model Based on Local Patterns Selection. IEEE Transactions on Image Processing, 25(5), 2146-2154. [More Information]
    • Du, B., Xiang, Y., Zhang, L., Tao, D. (2016). Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and Statistics-Based Detector for Hyperspectral Images. IEEE Transactions on Image Processing, 25(11), 5345-5357. [More Information]
    • Cai, B., Xu, X., Xing, X., Jia, K., Miao, J., Tao, D. (2016). BIT: Biologically Inspired Tracker. IEEE Transactions on Image Processing, 25(3), 1327-1339. [More Information]
    • Liu, T., Tao, D. (2016). Classification with Noisy Labels by Importance Reweighting. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(3), 447-461. [More Information]
    • He, Z., Li, X., You, X., Tao, D., Tang, Y. (2016). Connected Component Model for Multi-Object Tracking. IEEE Transactions on Image Processing, 25(8), 3698-3711. [More Information]
    • Li, Q., Xie, B., You, J., Bian, W., Tao, D. (2016). Correlated Logistic Model with Elastic Net Regularization for Multilabel Image Classification. IEEE Transactions on Image Processing, 25(8), 3801-3813. [More Information]
    • Tian, D., Tao, D. (2016). Coupled Learning for Facial Deblur. IEEE Transactions on Image Processing, 25(2), 961-972. [More Information]
    • Cai, B., Xu, X., Jia, K., Qing, C., Tao, D. (2016). DehazeNet: An end-to-end system for single image haze removal. IEEE Transactions on Image Processing, 25(11), 5187-5198. [More Information]
    • Liu, T., Tao, D., Xu, D. (2016). Dimensionality-Dependent Generalization Bounds for k-Dimensional Coding Schemes. Neural Computation, 28(10), 2213-2249. [More Information]
    • Yang, W., Jin, L., Tao, D., Xie, Z., Feng, Z. (2016). DropSample: A new training method to enhance deep convolutional neural networks for large-scale unconstrained handwritten Chinese character recognition. Pattern Recognition, 58, 190-203. [More Information]
    • Xiong, H., Liu, T., Tao, D., Shen, H. (2016). Dual Diversified Dynamical Gaussian Process Latent Variable Model for Video Repairing. IEEE Transactions on Image Processing, 25(8), 3626-3637. [More Information]
    • Liu, Q., Deng, J., Tao, D. (2016). Dual Sparse Constrained Cascade Regression for Robust Face Alignment. IEEE Transactions on Image Processing, 25(2), 700-712. [More Information]
    • Qiao, M., Xu, R., Bian, W., Tao, D. (2016). Fast sampling for time-varying Determinantal Point Processes. ACM Transactions on Knowledge Discovery from Data, 11(1), 1-24. [More Information]
    • Xie, Y., Qu, Y., Tao, D., Wu, W., Yuan, Q., Zhang, W. (2016). Hyperspectral Image Restoration via Iteratively Regularized Weighted Schatten p-Norm Minimization. IEEE Transactions on Geoscience and Remote Sensing, 54(8), 4642-4659. [More Information]
    • Xie, L., Tao, D., Wei, H. (2016). Joint structured sparsity regularized multiview dimension reduction for video-based facial expression recognition. ACM Transactions on Intelligent Systems and Technology, 8(2). [More Information]
    • You, X., Guo, W., Yu, S., Li, K., Principe, J., Tao, D. (2016). Kernel Learning for Dynamic Texture Synthesis. IEEE Transactions on Image Processing, 25(10), 4782-4795. [More Information]
    • Luo, Y., Wen, Y., Tao, D., Gui, J., Xu, C. (2016). Large Margin Multi-Modal Multi-Task Feature Extraction for Image Classification. IEEE Transactions on Image Processing, 25(1), 414-427. [More Information]
    • Gu, K., Tao, D., Zhai, G., Lin, W. (2016). Learning a No-Reference Image Quality Metric of Enhanced Images. IEEE Transactions on Neural Networks and Learning Systems, In Press, 1-13.
    • Xu, C., Liu, T., Tao, D., Xu, C. (2016). Local Rademacher Complexity for Multi-Label Learning. IEEE Transactions on Image Processing, 25(3), 1495-1507. [More Information]
    • Deng, J., Liu, Q., Yang, J., Tao, D. (2016). M3 CSR: Multi-view, multi-scale and multi-component cascade shape regression. Image and Vision Computing, 47, 19-29. [More Information]
    • Ding, C., Choi, J., Tao, D., Davis, L. (2016). Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(3), 518-531. [More Information]
    • Gong, C., Tao, D., Maybank, S., Liu, W., Kang, G., Yang, J. (2016). Multi-Modal Curriculum Learning for Semi-Supervised Image Classification. IEEE Transactions on Image Processing, 25(7), 3249-3260. [More Information]
    • Hong, R., Hu, Z., Wang, R., Wang, M., Tao, D. (2016). Multi-View Object Retrieval via Multi-Scale Topic Models. IEEE Transactions on Image Processing, 25(12), 5814-5827. [More Information]
    • Xu, Z., Hong, Z., Zhang, Y., Wu, J., Tsoi, A., Tao, D. (2016). Multinomial Latent Logistic Regression for Image Understanding. IEEE Transactions on Image Processing, 25(2), 973-987. [More Information]
    • Peng, C., Gao, X., Wang, N., Tao, D., Li, X., Li, J. (2016). Multiple Representations-Based Face Sketch�Photo Synthesis. IEEE Transactions on Neural Networks and Learning Systems, 27(11), 2201-2215. [More Information]
    • Li, Z., Gong, D., Li, Q., Tao, D., Li, X. (2016). Mutual component analysis for heterogeneous face recognition. ACM Transactions on Intelligent Systems and Technology, 7(3), 1-23. [More Information]
    • Wang, R., Tao, D. (2016). Non-Local Auto-Encoder with Collaborative Stabilization for Image Restoration. IEEE Transactions on Image Processing, 25(5), 2117-2129. [More Information]
    • Liu, T., Tao, D. (2016). On the performance of Manhattan nonnegative matrix factorization. IEEE Transactions on Neural Networks and Learning Systems, 27(9), 1851-1863. [More Information]
    • Liu, W., Zha, Z., Wang, Y., Lu, K., Tao, D. (2016). P-Laplacian Regularized Sparse Coding for Human Activity Recognition. IEEE Transactions On Industrial Electronics, 63(8), 5120-5129. [More Information]
    • Mei, T., Li, L., Tian, X., Tao, D., Ngo, C. (2016). PageSense: Towards Style-wise Contextual Advertising via Visual Analysis of Webpages. IEEE Transactions on Circuits and Systems for Video Technology. [More Information]
    • Liu, C., Lovell, B., Tao, D., Tistarelli, M. (2016). Pattern Recognition, Part 1 [Guest editors' introduction]. IEEE Intelligent Systems, 31(2), 6-8. [More Information]
    • Liu, C., Lovell, B., Tao, D., Tistarelli, M. (2016). Pattern Recognition, Part 2. IEEE Intelligent Systems, 31(3), 3-5. [More Information]
    • Yu, B., Fang, M., Tao, D. (2016). Per-Round Knapsack-Constrained Linear Submodular Bandits. Neural Computation, 28(12), 2757-2789. [More Information]
    • Liu, X., Huang, L., Deng, C., Lang, B., Tao, D. (2016). Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search. IEEE Transactions on Image Processing, 25(10), 4514-4524. [More Information]
    • Liu, X., Deng, C., Lang, B., Tao, D., Li, X. (2016). Query-Adaptive Reciprocal Hash Tables for Nearest Neighbor Search. IEEE Transactions on Image Processing, 25(2), 907-919. [More Information]
    • Wang, S., Tao, D., Yang, J. (2016). Relative Attribute SVM+ Learning for Age Estimation. IEEE Transactions on Cybernetics, 46(3), 827-839. [More Information]
    • Xie, Y., Zhang, W., Tao, D., Hu, W., Qu, Y., Wang, H. (2016). Removing Turbulence Effect via Hybrid Total Variation and Deformation-Guided Kernel Regression. IEEE Transactions on Image Processing, 25(10), 4943-4958. [More Information]
    • Gui, J., Liu, T., Tao, D., Sun, Z., Tan, T. (2016). Representative Vector Machines: A Unified Framework for Classical Classifiers. IEEE Transactions on Cybernetics, 46(8), 1877-1888. [More Information]
    • Wang, M., Wu, W., Hao, S., Tao, D., Wu, X. (2016). Scalable Semi-Supervised Learning by Efficient Anchor Graph Regularization. IEEE Transactions On Knowledge And Data Engineering, 28(7), 1864-1877. [More Information]
    • Hu, Y., Wang, N., Tao, D., Gao, X., Li, X. (2016). SERF: A Simple, Effective, Robust, and Fast Image Super-Resolver from Cascaded Linear Regression. IEEE Transactions on Image Processing, 25(9), 4091-4102. [More Information]
    • Yang, X., Gao, X., Tao, D., Li, X., Han, B., Li, J. (2016). Shape-Constrained Sparse and Low-Rank Decomposition for Auroral Substorm Detection. IEEE Transactions on Neural Networks and Learning Systems, 27(1), 32-46. [More Information]
    • Deng, C., Xu, J., Zhang, K., Tao, D., Gao, X., Li, X. (2016). Similarity Constraints-Based Structured Output Regression Machine: An Approach to Image Super-Resolution. IEEE Transactions on Neural Networks and Learning Systems, 27(12), 2472-2485. [More Information]
    • Liu, F., Xu, X., Qiu, S., Qing, C., Tao, D. (2016). Simple to Complex Transfer Learning for Action Recognition. IEEE Transactions on Image Processing, 25(2), 949-960. [More Information]
    • Cheng, J., Tao, D., Quan, Y., Wong, D., Cheung, G., Akiba, M., Liu, J. (2016). Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction. IEEE Transactions on Medical Imaging, 35(10), 2270-2279. [More Information]
    • Du, B., Xiong, W., Wu, J., Zhang, L., Zhang, L., Tao, D. (2016). Stacked Convolutional Denoising Auto-Encoders for Feature Representation. IEEE Transactions on Cybernetics, 47(4), 1017-1027. [More Information]
    • Shi, X., Guo, Z., Nie, F., Yang, L., You, J., Tao, D. (2016). Two-Dimensional Whitening Reconstruction for Enhancing Robustness of Principal Component Analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(10), 2130-2136. [More Information]
    • Hong, R., Zhang, L., Tao, D. (2016). Unified Photo Enhancement by Discovering Aesthetic Communities from Flickr. IEEE Transactions on Image Processing, 25(3), 1124-1135. [More Information]
    • Li, X., Liu, T., Deng, J., Tao, D. (2016). Video face editing using temporal-spatial-smooth warping. ACM Transactions on Intelligent Systems and Technology, 7(3), 1-28. [More Information]
    • Ren, W., Huang, K., Tao, D., Tan, T. (2016). Weakly Supervised Large Scale Object Localization with Multiple Instance Learning and Bag Splitting. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(2), 405-416. [More Information]
    • Zhao, L., Gao, X., Tao, D., Li, X. (2015). A deep structure for human pose estimation. Signal Processing, 108, 36-45. [More Information]
    • Li, J., Lin, X., Rui, X., Rui, Y., Tao, D. (2015). A distributed approach toward discriminative distance metric learning. IEEE Transactions on Neural Networks and Learning Systems, 26(9), 2111-2122. [More Information]
    • Wang, B., Gao, X., Li, J., Li, X., Tao, D. (2015). A level set method with shape priors by using locality preserving projections. Neurocomputing, 170, 188-200. [More Information]
    • Zhang, L., Zhang, L., Tao, D., Du, B. (2015). A sparse and discriminative tensor to vector projection for human gait feature representation. Signal Processing, 106, 245-252. [More Information]
    • Zhu, Z., You, X., Chen, C., Tao, D., Ou, W., Jiang, X., Zou, J. (2015). An adaptive hybrid pattern for noise-robust texture analysis. Pattern Recognition, 48(8), 2592-2608. [More Information]
    • Yang, X., Gao, X., Tao, D., Li, X., Li, J. (2015). An efficient MRF embedded level set method for image segmentation. IEEE Transactions on Image Processing, 24(1), 9-21. [More Information]
    • Huang, Q., Wang, T., Tao, D., Li, X. (2015). Biclustering learning of trading rules. IEEE Transactions on Cybernetics, 45(10), 2287-2298. [More Information]
    • Hou, W., Gao, X., Tao, D., Li, X. (2015). Blind image quality assessment via deep learning. IEEE Transactions on Neural Networks and Learning Systems, 26(6), 1275-1286. [More Information]
    • Zhang, L., Zhang, L., Tao, D., Huang, X., Du, B. (2015). Compression of hyperspectral remote sensing images by tensor approach. Neurocomputing, 147(1), 358-363. [More Information]
    • Hussain, A., Tao, D., Wu, J., Zhao, D. (2015). Computational Intelligence for Changing Environments. IEEE Computational Intelligence Magazine, 10(4), 10-11. [More Information]
    • Gao, Y., Shi, M., Tao, D., Xu, C. (2015). Database saliency for fast image retrieval. IEEE Transactions on Multimedia, 17(3), 359-369. [More Information]
    • Gong, C., Liu, T., Tao, D., Fu, K., Tu, E., Yang, J. (2015). Deformed Graph Laplacian for Semisupervised Learning. IEEE Transactions on Neural Networks and Learning Systems, 26(10), 2261-2274. [More Information]
    • Weng, D., Wang, Y., Gong, M., Tao, D., Wei, H., Huang, D. (2015). DERF: Distinctive efficient robust features from the biological modeling of the P ganglion cells. IEEE Transactions on Image Processing, 24(8), 2287-2302. [More Information]
    • Zeng, X., Bian, W., Liu, W., Shen, J., Tao, D. (2015). Dictionary Pair Learning on Grassmann Manifolds for Image Denoising. IEEE Transactions on Image Processing, 24(11), 4556-4569. [More Information]
    • Hou, C., Nie, F., Yi, D., Tao, D. (2015). Discriminative embedded clustering: A framework for grouping high-dimensional data. IEEE Transactions on Neural Networks and Learning Systems, 26(6), 1287-1299. [More Information]
    • Qiao, M., Bian, W., Xu, R., Tao, D. (2015). Diversified Hidden Markov Models for Sequential Labeling. IEEE Transactions On Knowledge And Data Engineering, 27(11), 2947-2960. [More Information]
    • Song, D., Liu, W., Zhou, T., Tao, D., Meyer, D. (2015). Efficient Robust Conditional Random Fields. IEEE Transactions on Image Processing, 24(10), 3124-3136. [More Information]
    • Zhang, L., Zhang, Q., Zhang, L., Tao, D., Huang, X., Du, B. (2015). Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding. Pattern Recognition, 48(10), 3102-3112. [More Information]
    • Tian, X., Lu, Y., Stender, N., Yang, L., Tao, D. (2015). Exploration of Image Search Results Quality Assessment. IEEE Transactions on Big Data, 1(3), 95-108. [More Information]
    • Shi, M., Sun, X., Tao, D., Xu, C., Baciu, G., Liu, H. (2015). Exploring spatial correlation for visual object retrieval. ACM Transactions on Intelligent Systems and Technology, 6(2), 1-21. [More Information]
    • Gong, C., Tao, D., Fu, K., Yang, J. (2015). Fick's Law Assisted Propagation for Semisupervised Learning. IEEE Transactions on Neural Networks and Learning Systems, 26(9), 2148-2162. [More Information]
    • Huang, K., Wang, C., Tao, D. (2015). High-Order Topology Modeling of Visual Words for Image Classification. IEEE Transactions on Image Processing, 24(11), 3598-3608. [More Information]
    • Tian, X., Yang, L., Lu, Y., Tian, Q., Tao, D. (2015). Image search reranking with hierarchical topic awareness. IEEE Transactions on Cybernetics, 45(10), 2177-2189. [More Information]
    • Hong, C., Yu, J., Tao, D., Wang, M. (2015). Image-based three-dimensional human pose recovery by multiview locality-sensitive sparse retrieval. IEEE Transactions On Industrial Electronics, 62(6), 3742-3751. [More Information]
    • Xu, C., Tao, D., Li, Y., Xu, C. (2015). Large-margin multi-view Gaussian process. Multimedia Systems, 21, 147-157. [More Information]
    • Zhao, L., Gao, X., Tao, D., Li, X. (2015). Learning a tracking and estimation integrated graphical model for human pose tracking. IEEE Transactions on Neural Networks and Learning Systems, 26(12), 3176-3186. [More Information]
    • Li, Z., Gong, D., Li, X., Tao, D. (2015). Learning compact feature descriptor and adaptive matching framework for face recognition. IEEE Transactions on Image Processing, 24(9), 2736-2745. [More Information]
    • Zhang, K., Tao, D., Gao, X., Li, X., Xiong, Z. (2015). Learning multiple linear mappings for efficient single image super-resolution. IEEE Transactions on Image Processing, 24(3), 846-861. [More Information]
    • Gao, F., Tao, D., Gao, X., Li, X. (2015). Learning to Rank for Blind Image Quality Assessment. IEEE Transactions on Neural Networks and Learning Systems, 26(10), 2275-2290. [More Information]
    • Yu, J., Tao, D., Wang, M., Rui, Y. (2015). Learning to Rank Using User Clicks and Visual Features for Image Retrieval. IEEE Transactions on Cybernetics, 45(4), 767-779. [More Information]
    • Liu, X., Tao, D., Song, M., Zhang, L., Bu, J., Chen, C. (2015). Learning to track multiple targets. IEEE Transactions on Neural Networks and Learning Systems, 26(5), 1060-1073. [More Information]
    • Ding, C., Xu, C., Tao, D. (2015). Multi-Task Pose-Invariant Face Recognition. IEEE Transactions on Image Processing, 24(3), 980-993. [More Information]
    • Li, Y., Tian, X., Song, M., Tao, D. (2015). Multi-task proximal support vector machine. Pattern Recognition, 48(10), 3249-3257. [More Information]
    • Xu, C., Tao, D., Xu, C. (2015). Multi-View Intact Space Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(12), 2531-2544. [More Information]
    • Xu, C., Tao, D., Xu, C. (2015). Multi-View Learning with Incomplete Views. IEEE Transactions on Image Processing, 24(12), 5812-5825. [More Information]
    • Hong, C., Yu, J., Wan, J., Tao, D., Wang, M. (2015). Multimodal Deep Autoencoder for Human Pose Recovery. IEEE Transactions on Image Processing, 24(12), 5659-5670. [More Information]
    • Luo, Y., Liu, T., Tao, D., Xu, C. (2015). Multiview matrix completion for multilabel image classification. IEEE Transactions on Image Processing, 24(8), 2355-2368. [More Information]
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    • Liu, X., Song, M., Tao, D., Bu, J., Chen, C. (2015). Random Geometric Prior Forest for Multiclass Object Segmentation. IEEE Transactions on Image Processing, 24(10), 3060-3070. [More Information]
    • Liu, L., Tao, D. (2015). Review on recent method of solving lasso problem. Shuju Caiji Yu Chuli / Journal of Data Acquisition and Processing, 30(1), 35-46. [More Information]
    • Ding, C., Tao, D. (2015). Robust Face Recognition via Multimodal Deep Face Representation. IEEE Transactions on Multimedia, 17(11), 2049-2058. [More Information]
    • Mei, X., Hong, Z., Prokhorov, D., Tao, D. (2015). Robust Multitask Multiview Tracking in Videos. IEEE Transactions on Neural Networks and Learning Systems, 26(11), 2874-2890. [More Information]
    • Yang, X., Wang, M., Tao, D. (2015). Robust visual tracking via multi-graph ranking. Neurocomputing, 159(1), 35-43. [More Information]
    • Li, X., He, H., Wang, R., Tao, D. (2015). Single Image Superresolution via Directional Group Sparsity and Directional Features. IEEE Transactions on Image Processing, 24(9), 2874-2888. [More Information]
    • Cheng, J., Yin, F., Wong, D., Tao, D., Liu, J. (2015). Sparse dissimilarity-constrained coding for glaucoma screening. IEEE Transactions On Biomedical Engineering, 62(5), 1395-1403. [More Information]
    • Miao, J., Xu, X., Qiu, S., Qing, C., Tao, D. (2015). Temporal Variance Analysis for Action Recognition. IEEE Transactions on Image Processing, 24(12), 5904-5915. [More Information]
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    • Dong, Y., Tao, D., Li, X., Ma, J., Pu, J. (2015). Texture classification and retrieval using shearlets and linear regression. IEEE Transactions on Cybernetics, 45(3), 358-369. [More Information]
    • He, X., Luo, S., Tao, D., Xu, C., Yang, J. (2015). The 21st International Conference on MultiMedia Modeling. IEEE MultiMedia Magazine, 22(2), 86-88. [More Information]
    • Zhao, L., Gao, X., Tao, D., Li, X. (2015). Tracking Human Pose Using Max-Margin Markov Models. IEEE Transactions on Image Processing, 24(12), 5274-5287. [More Information]
    • Jiang, X., You, X., Yu, S., Tao, D., Chen, C., Cheung, Y. (2015). Variance constrained partial least squares. Chemometrics and Intelligent Laboratory Systems, 145, 60-71. [More Information]
    • Wang, Y., Song, M., Tao, D., Rui, Y., Bu, J., Tsoi, A., Zhuo, S., Tan, P. (2015). Where2Stand: A human position recommendation system for souvenir photography. ACM Transactions on Intelligent Systems and Technology, 7(1), 1-22. [More Information]
    • Ding, C., Tao, D. (2014). A comprehensive survey to face hallucination. International Journal of Computer Vision, 106(1), 9-30. [More Information]
    • Wang, B., Gao, X., Tao, D., Li, X. (2014). A nonlinear adaptive level set for image segmentation. IEEE Transactions on Cybernetics, 44(3), 418-428. [More Information]
    • Yu, J., Gao, X., Tao, D., Li, X., Zhang, K. (2014). A unified learning framework for single image super-resolution. IEEE Transactions on Neural Networks and Learning Systems, 25(4), 780-792. [More Information]
    • Bian, W., Tao, D. (2014). Asymptotic generalization bound of fisher's linear discriminant analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(12), 2325-2337. [More Information]
    • Zhao, J., Wu, J., Liu, G., Tao, D., Xu, K., Liu, C. (2014). Being rational or aggressive? A revisit to Dunbar's number in online social networks. Neurocomputing, 142, 343-353. [More Information]
    • Qiao, M., Cheng, J., Bian, W., Tao, D. (2014). Biview learning for human posture segmentation from 3D points cloud. PloS One, 9(1), 1-9. [More Information]
    • Yu, J., Rui, Y., Tao, D. (2014). Click prediction for web image reranking using multimodal sparse coding. IEEE Transactions on Image Processing, 23(5), 2019-2032. [More Information]
    • Li, Z., Gong, D., Qiao, Y., Tao, D. (2014). Common feature discriminant analysis for matching infrared face images to optical face images. IEEE Transactions on Image Processing, 23(6), 2436-2445. [More Information]
    • Shen, H., Li, X., Zhang, L., Tao, D., Zeng, C. (2014). Compressed sensing-based inpainting of aqua moderate resolution imaging spectroradiometer band 6 using adaptive spectrum-weighted sparse bayesian dictionary learning. IEEE Transactions on Geoscience and Remote Sensing, 52(2), 894-906. [More Information]
    • Han, B., Zhao, X., Tao, D., Li, X., Hu, Z., Hu, H. (2014). Dayside aurora classification via BIFs-based sparse representation using manifold learning. International Journal of Computer Mathematics, 91(11), 2415-2426. [More Information]
    • Luo, Y., Liu, T., Tao, D., Xu, C. (2014). Decomposition-based transfer distance metric learning for image classification. IEEE Transactions on Image Processing, 23(9), 3789-3801. [More Information]
    • You, X., Wang, R., Tao, D. (2014). Diverse expected gradient active learning for relative attributes. IEEE Transactions on Image Processing, 23(7), 3203-3217. [More Information]
    • Gui, J., Tao, D., Sun, Z., Luo, Y., You, X., Tang, Y. (2014). Group sparse Multiview patch alignment framework with view consistency for image classification. IEEE Transactions on Image Processing, 23(7), 3126-3137. [More Information]
    • Liu, W., Li, Y., Lin, X., Tao, D., Wang, Y. (2014). Hessian-Regularized Co-Training for Social Activity Recognition. PloS One, 9(9), 1-10. [More Information]
    • Yu, J., Rui, Y., Tang, Y., Tao, D. (2014). High-order distance-based multiview stochastic learning in image classification. IEEE Transactions on Cybernetics, 44(12), 2431-2442. [More Information]
    • Zhang, L., Zhang, L., Tao, D., Huang, X., Du, B. (2014). Hyperspectral remote sensing image subpixel target detection based on supervised metric learning. IEEE Transactions on Geoscience and Remote Sensing, 52(8), 4955-4965. [More Information]
    • Hong, R., Wang, M., Gao, Y., Tao, D., Li, X., Wu, X. (2014). Image annotation by multiple-instance learning with discriminative feature mapping and selection. IEEE Transactions on Cybernetics, 44(5), 669-680. [More Information]
    • Yang, X., Gao, X., Tao, D., Li, X. (2014). Improving level set method for fast auroral oval segmentation. IEEE Transactions on Image Processing, 23(7), 2854-2865. [More Information]
    • Xu, C., Tao, D., Li, Y., Xu, C. (2014). Large-margin multi-view Gaussian process. Multimedia Systems, 21(2), 147-157. [More Information]
    • Xu, C., Tao, D., Xu, C. (2014). Large-Margin Multi-View Information Bottleneck. IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(8), 1559-1572. [More Information]
    • Sun, Y., Liu, Q., Tang, J., Tao, D. (2014). Learning discriminative dictionary for group sparse representation. IEEE Transactions on Image Processing, 23(9), 3816-3828. [More Information]
    • You, X., Li, Q., Tao, D., Ou, W., Gong, M. (2014). Local metric learning for exemplar-based object detection. IEEE Transactions on Circuits and Systems for Video Technology, 24(8), 1265-1276. [More Information]
    • Bian, W., Zhou, T., Martinez, A., Baciu, G., Tao, D. (2014). Minimizing nearest neighbor classification error for nonparametric dimension reduction. IEEE Transactions on Neural Networks and Learning Systems, 25(8), 1588-1594. [More Information]
    • Wang, M., Tao, D., Huet, B. (2014). Multimedia Modeling. Information Sciences, 281, 521-522. [More Information]
    • Liu, W., Tao, D., Cheng, J., Tang, Y. (2014). Multiview Hessian discriminative sparse coding for image annotation. Computer Vision and Image Understanding, 118, 50-60. [More Information]
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    • Song, M., Tao, D., Sun, S., Chen, C., Maybank, S. (2014). Robust 3D face landmark localization based on local coordinate coding. IEEE Transactions on Image Processing, 23(12), 5108-5122. [More Information]
    • Ou, W., You, X., Tao, D., Zhang, P., Tang, Y., Zhu, Z. (2014). Robust face recognition via occlusion dictionary learning. Pattern Recognition, 47(4), 1559-1572. [More Information]
    • Tang, J., Tao, D., Qi, G., Huet, B. (2014). Social media mining and knowledge discovery. Multimedia Systems, 20(6), 633-634. [More Information]
    • Zhang, L., Zhang, L., Tao, D., Huang, X. (2014). Sparse transfer manifold embedding for hyperspectral target detection. IEEE Transactions on Geoscience and Remote Sensing, 52(2), 1030-1043. [More Information]
    • Shao, L., Zhen, X., Tao, D., Li, X. (2014). Spatio-temporal Laplacian pyramid coding for action recognition. IEEE Transactions on Cybernetics, 44(6), 817-827. [More Information]
    • Ji, R., Gao, Y., Hong, R., Liu, Q., Tao, D., Li, X. (2014). Spectral-spatial constraint hyperspectral image classification. IEEE Transactions on Geoscience and Remote Sensing, 52(3), 1811-1824. [More Information]
    • Wang, Y., Tao, D., Li, X., Song, M., Bu, J., Tan, P. (2014). Video tonal stabilization via color states smoothing. IEEE Transactions on Image Processing, 23(11), 4838-4849. [More Information]
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    • Zhou, T., Tao, D. (2013). Double shrinking sparse dimension reduction. IEEE Transactions on Image Processing, 22(1), 244-257. [More Information]
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    • Zhen, X., Shao, L., Tao, D., Li, X. (2013). Embedding motion and structure features for action recognition. IEEE Transactions on Circuits and Systems for Video Technology, 23(7), 1182-1190. [More Information]
    • Li, J., Tao, D. (2013). Exponential family factors for bayesian factor analysis. IEEE Transactions on Neural Networks and Learning Systems, 24(6), 964-976. [More Information]
    • Pan, Z., You, X., Chen, H., Tao, D., Pang, B. (2013). Generalization performance of magnitude-preserving semi-supervised ranking with graph-based regularization. Information Sciences, 221, 284-296. [More Information]
    • Wang, X., Bian, W., Tao, D. (2013). Grassmannian regularized structured multi-view embedding for image classification. IEEE Transactions on Image Processing, 22(7), 2646-2660. [More Information]
    • Wang, N., Li, J., Tao, D., Li, X., Gao, X. (2013). Heterogeneous image transformation. Pattern Recognition Letters, 34(1), 77-84. [More Information]
    • Song, M., Tao, D., Sun, S., Chen, C., Bu, J. (2013). Joint sparse learning for 3-D facial expression generation. IEEE Transactions on Image Processing, 22(8), 3283-3295. [More Information]
    • Li, J., Bian, W., Tao, D., Zhang, C. (2013). Learning colours from textures by sparse manifold embedding. Signal Processing, 93(6), 1485-1495. [More Information]
    • Liu, T., Sachdev, P., Lipnicki, D., Jiang, J., Geng, G., Zhu, W., Reppermund, S., Tao, D., Trollor, J., Brodaty, H., et al (2013). Limited relationships between two-year changes in sulcal morphology and other common neuroimaging indices in the elderly. NeuroImage, 83, 12-17. [More Information]
    • Guan, N., Wei, L., Luo, Z., Tao, D. (2013). Limited-Memory Fast Gradient Descent Method for Graph Regularized Nonnegative Matrix Factorization. PloS One, 8(10), 1-10. [More Information]
    • Mu, Y., Ding, W., Tao, D. (2013). Local discriminative distance metrics ensemble learning. Pattern Recognition, 46(8), 2337-2349. [More Information]
    • Cheng, J., Bian, W., Tao, D. (2013). Locally regularized sliced inverse regression based 3D hand gesture recognition on a dance robot. Information Sciences, 221, 274-283. [More Information]
    • Tao, D., Wang, D., Murtagh, F. (2013). Machine learning in intelligent image processing. Signal Processing, 93(6), 1399-1400. [More Information]
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    • Zhang, C., Tao, D. (2013). Risk Bounds of Learning Processes for Levy Processes. Journal of Machine Learning Research, 14(1), 351-376.
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    • Zhang, K., Gao, X., Tao, D., Li, X. (2013). Single image super-resolution with multiscale similarity learning. IEEE Transactions on Neural Networks and Learning Systems, 24(10), 1648-1659. [More Information]
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    • Cheng, J., Liu, J., Xu, Y., Yin, F., Wong, D., Tan, N., Tao, D., Cheng, C., Aung, T., Wong, T. (2013). Superpixel classification based optic disc and optic cup segmentation for glaucoma screening. IEEE Transactions on Medical Imaging, 32(6), 1019-1032. [More Information]
    • Zhang, L., Zhang, L., Tao, D., Huang, X. (2013). Tensor discriminative locality alignment for hyperspectral image spectral-spatial feature extraction. IEEE Transactions on Geoscience and Remote Sensing, 51(1), 242-256. [More Information]
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    • Du, B., Zhang, L., Tao, D., Zhang, D. (2013). Unsupervised transfer learning for target detection from hyperspectral images. Neurocomputing, 120, 72-82. [More Information]
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    • Zhang, L., Zhang, L., Tao, D., Huang, X. (2011). A multifeature tensor for remote-sensing target recognition. IEEE Geoscience and Remote Sensing Letters, 8(2), 374-378.
    • He, L., Lu, W., Gao, X., Tao, D., Li, X. (2011). A novel metric based on MCA for image quality. International Journal of Wavelets Multiresolution and Information Processing, 9(5), 743-757.
    • Gao, X., Wang, B., Tao, D., Li, X. (2011). A relay level set method for automatic image segmentation. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 41(2), 518-525.
    • Gao, X., Wang, B., Tao, D., Li, X. (2011). A unified tensor level set method for image segmentation. Studies in Computational Intelligence, 346, 217-238.
    • Gao, X., Fu, R., Li, X., Tao, D., Zhang, B., Yang, H. (2011). Aurora image segmentation by combining patch and texture thresholding. Computer Vision and Image Understanding, 115(3), 390-402.
    • Huang, K., Tao, D., Yuan, Y., Li, X., Tan, T. (2011). Biologically inspired features for scene classification in video surveillance. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 41(1), 307-313.
    • Yu, J., Liu, D., Tao, D., Seah, H. (2011). Complex object correspondence construction in two-dimensional animation. IEEE Transactions on Image Processing, 20(11), 3257-3269.
    • Geng, B., Tao, D., Xu, C. (2011). DAML: Domain adaptation metric learning. IEEE Transactions on Image Processing, 20(10), 2980-2989.
    • Si, S., Liu, W., Tao, D., Chan, K. (2011). Distribution calibration in Riemannian symmetric space. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 41(4), 921-930.
    • Huang, Y., Huang, K., Tao, D., Tan, T., Li, X. (2011). Enhanced biologically inspired model for object recognition. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 41(6), 1668-1680.
    • Huang, Q., Tao, D., Li, X., Jin, L., Wei, G. (2011). Exploiting local coherent patterns for unsupervised feature ranking. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 41(6), 1471-1482. [More Information]
    • Sha, T., Song, M., Bu, J., Chen, C., Tao, D. (2011). Feature level analysis for 3D facial expression recognition. Neurocomputing, 74(Dec-13), 2135-2141.
    • He, L., Gao, X., Lu, W., Li, X., Tao, D. (2011). Image quality assessment based on S-CIELAB model. Signal, Image and Video Processing, 5(3), 283-290. [More Information]
    • Gao, X., An, L., Yuan, Y., Tao, D., Li, X. (2011). Lossless data embedding using generalized statistical quantity histogram. IEEE Transactions on Circuits and Systems for Video Technology, 21(8), 1061-1070. [More Information]
    • Xie, B., Mu, Y., Tao, D., Huang, K. (2011). m-SNE: Multiview Stochastic Neighbor Embedding. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 41(4), 1088-1096. [More Information]
    • Wang, Y., Tao, D., Gao, X., Li, X., Wang, B. (2011). Mammographic mass segmentation: Embedding multiple features in vector-valued level set in ambiguous regions. Pattern Recognition, 44(9), 1903-1915. [More Information]
    • Zhou, T., Tao, D., Wu, X. (2011). Manifold elastic net: A unified framework for sparse dimension reduction. Data Mining and Knowledge Discovery, 22(3), 340-371. [More Information]
    • Guan, N., Tao, D., Luo, Z., Yuan, B. (2011). Manifold regularized discriminative nonnegative matrix factorization with fast gradient descent. IEEE Transactions on Image Processing, 20(7), 2030-2048. [More Information]
    • Bian, W., Tao, D. (2011). Max-min distance analysis by using sequential SDP relaxation for dimension reduction. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(5), 1037-1050. [More Information]
    • Gao, X., Chen, J., Tao, D., Li, X. (2011). Multi-Sensor Centralized Fusion without Measurement Noise Covariance by Variational Bayesian Approximation. IEEE Transactions on Aerospace and Electronic Systems, 47(1), 718-727. [More Information]
    • Gao, X., Niu, Z., Tao, D., Li, X. (2011). Non-goal scene analysis for soccer video. Neurocomputing, 74(4), 540-548. [More Information]
    • Guan, N., Tao, D., Luo, Z., Yuan, B. (2011). Non-negative Patch Alignment Framework. IEEE Transactions on Neural Networks, 22(8), 1218-1230. [More Information]
    • Zhang, K., Gao, X., Li, X., Tao, D. (2011). Partially Supervised Neighbor Embedding for Example-Based Image Super-Resolution. IEEE Journal on Selected Topics in Signal Processing, 5(2), 230-239. [More Information]
    • Xiao, B., Gao, X., Tao, D., Li, X. (2011). Recognition of sketches in photos. Studies in Computational Intelligence, 346, 239-262. [More Information]
    • Deng, C., Gao, X., Li, X., Tao, D. (2011). Robust image watermarking based on feature regions. Studies in Computational Intelligence, 346, 111-137. [More Information]
    • Yu, J., Tao, D., Wang, M., Cheng, J. (2011). Semi-automatic cartoon generation by motion planning. Multimedia Systems, 17(5), 409-419.
    • Liu, D., Chen, Q., Yu, J., Gu, H., Tao, D., Seah, H. (2011). Stroke correspondence construction using manifold learning. Computer Graphics Forum, 30(8), 2194-2207.
    • Wang, X., Li, Z., Tao, D. (2011). Subspaces Indexing Model on Grassmann Manifold for Image Search. IEEE Transactions on Image Processing, 20(9), 2627-2635. [More Information]
    • Gao, X., Wang, X., Tao, D., Li, X. (2011). Supervised Gaussian process latent variable model for dimensionality reduction. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 41(2), 425-434.
    • Xie, B., Wang, M., Tao, D. (2011). Toward the optimization of normalized graph Laplacian. IEEE Transactions on Neural Networks, 22(4), 660-666.
    • Gao, X., Wang, X., Li, X., Tao, D. (2011). Transfer latent variable model based on divergence analysis. Pattern Recognition, 44(10-Nov), 2358-2366.
    • Tian, X., Tao, D. (2011). Visual reranking: From objectives to strategies. IEEE MultiMedia Magazine, 18(3), 12-20.
    • Zhang, L., Mei, T., Liu, Y., Tao, D., Zhou, H. (2011). Visual search reranking via adaptive particle swarm optimization. Pattern Recognition, 44(8), 1811-1820.
    • Gao, X., Wang, Q., Li, X., Tao, D., Zhang, K. (2011). Zernike-Moment-Based Image Super Resolution. IEEE Transactions on Image Processing, 20(10), 2738-2747. [More Information]
    • Tian, X., Tao, D., Hua, X., Wu, X. (2010). Active Reranking for Web Image Search. IEEE Transactions on Image Processing, 19(3), 805-820. [More Information]
    • Bian, W., Tao, D. (2010). Biased discriminant euclidean embedding for content-based image retrieval. IEEE Transactions on Image Processing, 19(2), 545-554. [More Information]
    • Mu, Y., Tao, D. (2010). Biologically inspired feature manifold for gait recognition. Neurocomputing, 73, 895-902. [More Information]
    • Song, D., Tao, D. (2010). Biologically inspired feature manifold for scene classification. IEEE Transactions on Image Processing, 19(1), 174-184. [More Information]
    • Si, S., Tao, D., Geng, B. (2010). Bregman divergence-based regularization for transfer subspace learning. IEEE Transactions On Knowledge And Data Engineering, 22(7), 929-942. [More Information]
    • Song, M., Tao, D., Chen, C., Li, X., Chen, C. (2010). Color to Gray: Visual Cue Preservation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(9), 1537-1552. [More Information]
    • Wang, X., Tao, D., Li, Z. (2010). Entropy controlled Laplacian regularization for least square regression. Signal Processing, 90(6), 2043-2049. [More Information]
    • Si, S., Tao, D. (2010). Evolutionary Cross-domain Discriminative Hessian Eigenmaps. IEEE Transactions on Image Processing, 19(4), 1075-1086. [More Information]
    • Song, M., Tao, D., Liu, Z., Li, X., Zhou, M. (2010). Image Ratio Features for Facial Expression Recognition. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 40(3), 779-788.
    • Gao, X., Wang, Y., Li, X., Tao, D. (2010). On Combining Morphological Component Analysis and Concentric Morphology Model for Mammographic Mass Detection. IEEE Transactions on Information Technology in Biomedicine, 14(2), 266-273.
    • Yang, Y., Zhuang, Y., Tao, D., Xu, D., Jun, Y., Luo, J. (2010). Recognizing Cartoon Image Gestures for Retrieval and Interactive Cartoon Clip Synthesis. IEEE Transactions on Circuits and Systems for Video Technology, 20(12), 1745-1756. [More Information]

    Conferences

    • Xiong, H., Tao, D. (2017). A Diversified Generative Latent Variable Model for WiFi-Slam. 31st AAAI Conference on Artificial Intelligence (AAAI-17), USA.
    • Wang, Y., Xu, C., Xu, C., Tao, D. (2017). Beyond RPCA: Flattening Complex Noise in the Frequency Domain. 31st AAAI Conference on Artificial Intelligence (AAAI-17), USA.
    • Liu, M., Xu, C., Luo, Y., Xu, C., Wen, Y., Tao, D. (2017). Cost-Sensitive Feature Selection by Optimizing F-measures. 31st AAAI Conference on Artificial Intelligence (AAAI-17), USA.
    • Yang, E., Deng, C., Liu, W., Gao, X., Li, J., Tao, D. (2017). Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval. 31st AAAI Conference on Artificial Intelligence (AAAI-17), USA.
    • Shen, X., Tian, X., Sun, S., Tao, D. (2017). Patch Reordering: a Novel Way to Achieve Rotation and Translational Invariance in CNN. 31st AAAI Conference on Artificial Intelligence (AAAI-17), USA.
    • Zhang, L., Zhang, Q., Du, B., You, J., Tao, D. (2017). Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction. 31st AAAI Conference on Artificial Intelligence (AAAI-17), USA.
    • Fan, M., Chang, X., Tao, D. (2017). Structure Regularized Unsupervised Discriminant Feature Analysis. 31st AAAI Conference on Artificial Intelligence (AAAI-17), USA.
    • Wang, Y., Xu, C., Tao, D., Xu, C. (2016). CNNpack: Packing Convolutional Neural Networks in the Frequency Domain. Neural Information Processing Systems 2016 (NIPS 2016) (30th Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain), Barcelona: Neural Information Processing Systems (NIPS).
    • Li, Q., Qiao, M., Bian, W., Tao, D. (2016). Conditional graphical Lasso for multi-label image classification. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers.
    • Guo, Y., Tao, D., Yu, J., Xiong, H., Li, Y., Tao, D. (2016). Deep Neural Networks with Relativity Learning for Facial Expression Recognition. 2016 IEEE International Conference on Multimedia and Expo Workshop (ICMEW 2016), Piscataway: IEEE. [More Information]
    • Xiong, W., Du, B., Zhang, L., Zhang, L., Tao, D. (2016). Denoising auto-encoders toward robust unsupervised feature representation. 2016 International Joint Conference on Neural Networks (IJCNN 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Hou, C., Nie, F., Tao, D. (2016). Discriminative Vanishing Component Analysis. 30th AAAI Conference on Artificial Intelligence (AAAI 2016), United States: AAAI Press.
    • Xiong, H., Liu, T., Tao, D. (2016). Diversified Dynamical Gaussian Process Latent Variable Model for Video Repair. 30th AAAI Conference on Artificial Intelligence (AAAI 2016), United States: AAAI Press.
    • Qiao, M., Bian, W., Xu, R., Tao, D. (2016). Diversified Hidden Markov Models for Sequential Labeling. 32nd IEEE International Conference on Data Engineering (ICDE 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Gong, M., Zhang, K., Liu, T., Tao, D., Glymour, C., Scholkopf, B. (2016). Domain Adaptation with Conditional Transferable Components. 33rd International Conference on Machine Learning (ICML 2016), New York: Journal of Machine Learning Research (JMLR).
    • Han, B., Zhang, L., Gao, X., Zhao, X., Tao, D. (2016). Embedded Locality Discriminant GPLVM for Dimensionality Reduction. 2016 International Joint Conference on Neural Networks (IJCNN 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers.
    • Yang, X., Wang, M., Zhang, L., Tao, D. (2016). Empirical Risk Minimization for Metric Learning Using Privileged Information. International Conference on Artificial Intelligence (IJCAI).
    • Wang, J., Wang, Z., Tao, D., See, S., Wang, G. (2016). Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks. Computer Vision - ECCV 2016, The Netherlands: Springer. [More Information]
    • Yu, B., Fang, M., Tao, D. (2016). Linear Submodular Bandits with a Knapsack Constraint. 30th AAAI Conference on Artificial Intelligence (AAAI 2016), United States: AAAI Press.
    • Wang, Z., Du, B., Zhang, L., Zhang, L., Fang, M., Tao, D. (2016). Multi-label active learning based on maximum correntropy criterion: Towards robust and discriminative labeling. The 14th European Conference on Computer Vision (ECCV 2016), Cham: Springer. [More Information]
    • Xie, L., Wei, H., Tao, D. (2016). Multi-view Exclusive Unsupervised Dimension Reduction for Video-based Facial Expression Recognition. International Conference on Artificial Intelligence (IJCAI).
    • Liu, X., Fan, X., Deng, C., Li, Z., Su, H., Tao, D. (2016). Multilinear hyperplane hashing. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers.
    • Fu, H., Wang, C., Tao, D., Black, M. (2016). Occlusion boundary detection via deep exploration of context. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers.
    • Sun, H., Li, J., Du, B., Tao, D. (2016). On Combining Compressed Sensing and Sparse Representations for Object Tracking. Pacific-Rim Conference on Multimedia (PCM).
    • Luo, Y., Wen, Y., Tao, D. (2016). On Combining Side Information and Unlabeled Data for Heterogeneous Multi-task Metric Learning. International Conference on Artificial Intelligence (IJCAI).
    • Lan, L., Tao, D., Gong, C., Guan, N., Luo, Z. (2016). Online Multi-object Tracking by Quadratic Pseudo-Boolean Optimization. International Conference on Artificial Intelligence (IJCAI).
    • Huang, S., Xu, Z., Tao, D., Zhang, Y. (2016). Part-Stacked CNN for Fine-Grained Visual Categorization. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers.
    • Li, Q., Bian, W., Xu, R., You, J., Tao, D. (2016). Random Mixed Field Model for Mixed-Attribute Data Restoration. 30th AAAI Conference on Artificial Intelligence (AAAI 2016), United States: AAAI Press.
    • Cai, B., Xu, X., Tao, D. (2016). Real-Time Video Dehazing Based on Spatio-Temporal MRF. Pacific-Rim Conference on Multimedia (PCM).
    • Li, Y., Tian, X., Tao, D. (2016). Regularized Large Margin Distance Metric Learning. 16th IEEE International Conference on Data Mining and Workshops (ICDM & ICDMW 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Xiong, W., Du, B., Zhang, L., Hu, R., Tao, D. (2016). Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint. 16th IEEE International Conference on Data Mining and Workshops (ICDM & ICDMW 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Xu, C., Tao, D., Xu, C. (2016). Robust extreme multi-label learning. 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2016), New York: Association for Computing Machinery (ACM). [More Information]
    • Yu, X., Bian, W., Tao, D. (2016). Scalable Completion of Nonnegative Matrix with Separable Structure. 30th AAAI Conference on Artificial Intelligence (AAAI 2016), United States: AAAI Press.
    • Kang, G., Li, J., Tao, D. (2016). Shakeout: A New Regularized Deep Neural Network Training Scheme. 30th AAAI Conference on Artificial Intelligence (AAAI 2016), United States: AAAI Press.
    • Zhao, N., Zhang, L., Du, B., Zhang, L., Tao, D., You, J. (2016). Sparse Tensor Discriminative Locality Alignment for Gait Recognition. 2016 International Joint Conference on Neural Networks (IJCNN 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Liu, L., Tao, D. (2016). Sublinear Dual Coordinate Ascent for Regularized Loss Minimization. 16th IEEE International Conference on Data Mining and Workshops (ICDM & ICDMW 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Yu, B., Fang, M., Tao, D., Yin, J. (2016). Submodular Asymmetric Feature Selection in Cascade Object Detection. 30th AAAI Conference on Artificial Intelligence (AAAI 2016), United States: AAAI Press.
    • Gong, C., Tao, D., Yang, J., Liu, W. (2016). Teaching-to-Learn and Learning-to-Teach for Multi-label Propagation. 30th AAAI Conference on Artificial Intelligence (AAAI 2016), United States: AAAI Press.
    • Luo, Y., Tao, D., Ramamohanarao, K., Xu, C., Wen, Y. (2016). Tensor canonical correlation analysis for multi-view dimension reduction. 32nd IEEE International Conference on Data Engineering (ICDE 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Song, D., Meyer, D., Tao, D. (2016). Top-k link recommendation in social networks. 15th IEEE International Conference on Data Mining (ICDM 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Luo, Y., Wen, Y., Tao, D., Fu, Q. (2016). Toward Effortless TV-to-Online (T20) Experience: A Novel Metric Learning Approach. 2016 IEEE Global Communications Conference (GLOBECOM), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers.
    • Shen, X., Tian, X., Tao, D. (2016). Transform Invariant Convolutional Neural Networks for Image Classification and Search. 24th ACM SIGMM International Conference on Multimedia.
    • Liu, H., Wu, J., Tao, D., Zhang, Y., Fu, Y. (2015). "DIAS: A disassemble-assemble framework for highly sparse text clustering ". 2015 SIAM International Conference on Data Mining 2015 (SDM 2015), Vancouver: SIAM Publications.
    • Gong, D., Li, Z., Tao, D., Liu, J., Li, X. (2015). A maximum entropy feature descriptor for age invariant face recognition. The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Fang, M., Tao, D. (2015). Active multi-task learning via bandits. 2015 SIAM International Conference on Data Mining 2015 (SDM 2015), Vancouver: SIAM Publications.
    • Guan, N., Tao, D., Lan, L., Luo, Z., Yang, X. (2015). Activity Recognition in Still Images with Transductive Non-negative Matrix Factorization. 13th European Conference on Computer Vision (ECCV 2014), Cham: Springer. [More Information]
    • Xu, Z., Huang, S., Zhang, Y., Tao, D. (2015). Augmenting strong supervision using web data for fine-grained categorization. 15th IEEE International Conference on Computer Vision (ICCV 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhang, B., Wang, Z., Tao, D., Hua, X., Feng, D. (2015). Automatic Preview Frame Selection for Online Videos. 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2015), Piscataway, New Jersey: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Wang, Z., Du, B., Zhang, L., Hu, W., Tao, D., Zhang, L. (2015). Batch mode active learning for geographical image classification. 17th Asia-Pacific Web Conference (APWeb 2015), Switzerland: Springer. [More Information]
    • Zhang, W., Guan, N., Tao, D., Mao, B., Huang, X., Luo, Z. (2015). Correntropy supervised non-negative matrix factorization. 2015 International Joint Conference on Neural Networks (IJCNN 2015), Killarney: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Gong, M., Zhang, K., Schölkopf, B., Tao, D., Geiger, P. (2015). Discovering temporal causal relations from subsampled data. 32nd International Conference on Machine Learning (ICML 2015), Lille: International Machine Learning Society.
    • Song, D., Meyer, D., Tao, D. (2015). Efficient latent link recommendation in signed networks. The 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2015), New York: Association for Computing Machinery (ACM). [More Information]
    • Shen, J., Mei, T., Tao, D., Li, X., Rui, Y. (2015). EMIF: Towards a scalable and effective indexing framework for large scale music retrieval. 5th ACM International Conference on Multimedia Retrieval (ICMR 2015), New York: Association for Computing Machinery (ACM). [More Information]
    • Xiao, S., Li, W., Xu, D., Tao, D. (2015). FaLRR: A fast low rank representation solver. The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Yin, G., An, L., Gao, X., Tao, D. (2015). Feature regions based on graph optimization for robust reversible watermarking. 2015 IEEE International Conference on Image Processing (ICIP 2015), Quebec City: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Xu, C., Tao, D., Xu, C. (2015). Large-margin multi-label causal feature learning. 29th AAAI Conference on Artificial Intelligence (AAAI 2015), Palo Alto, California, USA: AAAI Press.
    • Liu, M., Luo, Y., Tao, D., Xu, C., Wen, Y. (2015). Low-rank multi-view learning in matrix completion for multi-label image classification. 29th AAAI Conference on Artificial Intelligence (AAAI 2015), Austin: AAAI Press.
    • Zhang, Q., Zhang, L., Du, B., Zheng, W., Bian, W., Tao, D. (2015). MMFE: Multitask multiview feature embedding. 15th IEEE International Conference on Data Mining (ICDM 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Hong, Z., Chen, Z., Wang, C., Mei, X., Prokhorov, D., Tao, D. (2015). MUlti-Store Tracker (MUSTer): A cognitive psychology inspired approach to object tracking. The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Li, Y., Tian, X., Liu, T., Tao, D. (2015). Multi-task model and feature joint learning. 24th International Joint Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires: AAAI Press.
    • Deng, C., Lv, Z., Liu, W., Huang, J., Tao, D., Gao, X. (2015). Multi-view matrix decomposition: A new scheme for exploring discriminative information. 24th International Joint Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires: AAAI Press.
    • Xu, C., Tao, D., Xu, C. (2015). Multi-view self-paced learning for clustering. 24th International Joint Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires: AAAI Press.
    • Wu, S., Zhang, X., Guan, N., Tao, D., Huang, X., Luo, Z. (2015). Non-negative low-rank and group-sparse matrix factorization. 21st International Conference on MultiMedia Modeling (MMM 2015), Cham: Springer.
    • Xiong, W., Du, B., Zhang, L., Hu, R., Bian, W., Shen, J., Tao, D. (2015). R2FP: Rich and Robust Feature Pooling for Mining Visual Data. 15th IEEE International Conference on Data Mining (ICDM 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Song, D., Liu, W., Meyer, D., Tao, D., Ji, R. (2015). Rank Preserving Hashing for Rapid Image Search. 2015 Data Compression Conference (DCC 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Beveridge, J., Zhang, H., Draper, B., Flynn, P., Feng, Z., Huber, P., Kittler, J., Tao, D., et al (2015). Report on the FG 2015 Video Person Recognition Evaluation. 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Gong, C., Tao, D., Liu, W., Maybank, S., Fang, M., Fu, K., Yang, J. (2015). Saliency Propagation from Simple to Difficult. The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Liu, H., Liu, T., Wu, J., Tao, D., Fu, Y. (2015). Spectral ensemble clustering. The 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2015), New York: Association for Computing Machinery (ACM). [More Information]
    • Kristan, M., Matas, J., Leonardis, A., Felsberg, M., Cehovin, L., Fernandez, G., Vojir, T., Hager, G., Nebehay, G., Pflugfelder, R., et al (2015). The Visual Object Tracking VOT2015 challenge results. 2015 15th IEEE International Conference on Computer Vision Workshops (ICCVW 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Tan, H., Zhang, X., Guan, N., Tao, D., Huang, X., Luo, Z. (2015). Two-dimensional euler PCA for face recognition. 21st International Conference on MultiMedia Modeling (MMM 2015), Cham: Springer.
    • Wang, S., Wang, N., Tao, D., Zhang, L., Du, B. (2014). A K-L divergence constrained sparse NMF for hyperspectral signal unmixing. 2014 IEEE International Conference on Security, Pattern Analysis, and Cybernetics (SPAC 2014), Danvers: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhu, Z., You, X., Chent, C., Tao, D., Jiang, X., You, F., Zou, J. (2014). A noise-robust adaptive hybrid pattern for texture classification. 22nd International Conference on Pattern Recognition (ICPR 2014), Stockholm: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Fang, M., Yin, J., Tao, D. (2014). Active learning for crowdsourcing using knowledge transfer. 28th AAAI Conference on Artificial Intelligence (AAAI 2014), Quebec City: AAAI Press.
    • Xu, Z., Tao, D., Zhang, Y., Wu, J., Tsoi, A. (2014). Architectural style classification using multinomial latent logistic regression. 13th European Conference on Computer Vision (ECCV 2014), Cham: Springer. [More Information]
    • Zhang, X., Guan, N., Lan, L., Tao, D., Luo, Z. (2014). Box-constrained projective nonnegative matrix factorization via augmented Lagrangian method. 2014 International Joint Conference on Neural Networks (IJCNN 2014), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Mao, B., Guan, N., Tao, D., Huang, X., Luo, Z. (2014). Correntropy induced metric based graph regularized non-negative matrix factorization. 2014 IEEE International Conference on Security, Pattern Analysis, and Cybernetics (SPAC 2014), Danvers: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Mu, Y., Ding, W., Lo, H., Tao, D. (2014). Face Recognition from Multiple Images per Subject. 2014 ACM Conference on Multimedia, MM 2014, United States: Association for Computing Machinery, Inc. [More Information]
    • Xu, J., Deng, C., Gao, X., Tao, D., Li, X. (2014). Image super-resolution using multi-layer support vector regression. 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Piscataway, USA: IEEE. [More Information]
    • Xu, C., Tao, D., Xu, C., Rui, Y. (2014). Large-margin weakly supervised dimensionality reduction. 31st International Conference on Machine Learning (ICML 2014), Beijing: International Machine Learning Society.
    • Shao, M., Li, S., Liu, T., Tao, D., Huang, T., Fu, Y. (2014). Learning relative features through adaptive pooling for image classification. 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW 2014), Piscataway, New Jersey: IEEE. [More Information]
    • Zhou, T., Tao, D. (2014). Multi-task Copula by Sparse Graph Regression. 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2014), New York: Association for Computing Machinery (ACM). [More Information]
    • Zuo, Z., Luo, Y., Tao, D., Xu, C. (2014). Multi-view multi-task feature extraction for web image classification. 2014 ACM Conference on Multimedia, MM 2014, United States: Association for Computing Machinery, Inc. [More Information]
    • Fang, M., Tao, D. (2014). Networked bandits with disjoint linear payoffs. 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2014), New York: Association for Computing Machinery (ACM). [More Information]
    • Liu, T., Tao, D. (2014). On the robustness and generalization of Cauchy regression. 2014 4th IEEE International Conference on Information Science and Technology (ICIST 2014), Piscataway: IEEE. [More Information]
    • Gong, C., Tao, D., Fu, K., Yang, J. (2014). ReLISH: Reliable Label Inference via Smoothness Hypothesis. 28th AAAI Conference on Artificial Intelligence (AAAI 2014), Quebec City: AAAI Press.
    • Liu, X., Song, M., Tao, D., Zhou, X., Chen, C., Bu, J. (2014). Semi-Supervised Coupled Dictionary Learning for Person Re-identification. 27th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Los Alamitos, CA: IEEE Computer Society. [More Information]
    • Gong, C., Tao, D., Yang, J., Fu, K. (2014). Signed Laplacian embedding for supervised dimension reduction. 28th AAAI Conference on Artificial Intelligence (AAAI 2014), Quebec City: AAAI Press.
    • Lan, L., Guan, N., Zhang, X., Tao, D., Luo, Z. (2014). Soft-Constrained Nonnegative Matrix Factorization via Normalization. 2014 International Joint Conference on Neural Networks (IJCNN 2014), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Cheng, J., Duan, L., Wong, D., Tao, D., Akiba, M., Liu, J. (2014). Speckle reduction in optical coherence tomography by image registration and matrix completion. 17th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, Cham, Switzerland: Springer. [More Information]
    • Hong, Z., Wang, C., Mei, X., Prokhorov, D., Tao, D. (2014). Tracking using multilevel quantizations. The 13th European Conference on Computer Vision (ECCV 2014), Cham: Springer. [More Information]
    • Guan, N., Lan, L., Tao, D., Luo, Z., Yang, X. (2014). Transductive nonnegative matrix factorization for semi-supervised high-performance speech separation. 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Piscataway, USA: IEEE. [More Information]
    • Liu, X., Tao, D., Song, M., Ruan, Y., Chen, C., Bu, J. (2014). Weakly Supervised Multiclass Video Segmentation. 27th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Los Alamitos, CA: IEEE Computer Society. [More Information]
    • Liu, X., Tao, D., Song, M., Ruan, Y., Chen, C., Bu, J. (2014). Weakly Supervised Multiclass Video Segmentation. 27th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Los Alamitos, CA: IEEE Computer Society. [More Information]
    • Li, J., Tao, D. (2013). A Bayesian factorised covariance model for image analysis. 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), Palo Alto: AAAI Press.
    • Wang, B., Gao, X., Li, J., Li, X., Tao, D. (2013). A level set with shape priors using moment-based alignment and locality preserving projections. 4th International Conference on Intelligence Science and Big Data Engineering (IScIDE 2013), Heidelberg: Springer. [More Information]
    • Mu, Y., Zhou, T., Ding, W., Tao, D. (2013). Constrained Stochastic Gradient Descent for Large-scale Least Squares Problem. 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2013), New York: ACM.
    • Zhou, T., Bian, W., Tao, D. (2013). Divide-and-Conquer Anchoring for Near-separable Nonnegative Matrix Factorization and Completion in High Dimensions. IEEE 13th International Conference on Data Mining (ICDM 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhou, T., Tao, D. (2013). Greedy bilateral sketch, completion & smoothing. 16th International Conference on Artificial Intelligence and Statistics (AISTATS 2013), Scottsdale: Association for Computing Machinery (ACM).
    • Du, B., Wang, N., Zhang, L., Tao, D. (2013). Hyperspectral medical images unmixing for cancer screening based on rotational independent component analysis. 4th International Conference on Intelligence Science and Big Data Engineering (IScIDE 2013), Heidelberg: Springer. [More Information]
    • Zhang, K., Gao, X., Tao, D., Li, X. (2013). Image super-resolution via non-local steering kernel regression regularization. 2013 20th IEEE International Conference on Image Processing (ICIP 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhou, T., Tao, D. (2013). K-bit Hamming compressed sensing. 2013 IEEE International Symposium on Information Theory (ISIT 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Xu, C., Tao, D., Li, Y., Xu, C. (2013). Large-margin multi-view Gaussian process for image classification. 5th International Conference on Internet Multimedia Computing and Service (ICIMCS 2013), New York: Association for Computing Machinery (ACM). [More Information]
    • Peng, H., Deng, C., An, L., Gao, X., Tao, D. (2013). Learning to multimodal hash for robust video copy detection. 2013 20th IEEE International Conference on Image Processing (ICIP 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhao, H., Cheng, J., Jiang, J., Tao, D. (2013). Multiple instance learning via distance metric optimization. 2013 20th IEEE International Conference on Image Processing (ICIP 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhang, L., Zhang, L., Tao, D., Huang, X., Du, B. (2013). Nonnegative discriminative manifold learning for hyperspectral data dimension reduction. 4th International Conference on Intelligence Science and Big Data Engineering (IScIDE 2013), Heidelberg: Springer. [More Information]
    • Wei, L., Guan, N., Zhang, X., Luo, Z., Tao, D. (2013). Orthogonal nonnegative locally linear embedding. 2013 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhang, T., Ji, R., Liu, W., Tao, D., Hua, G. (2013). Semi-supervised learning with manifold fitted graphs. 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), Palo Alto: AAAI Press.
    • Liu, X., Song, M., Tao, D., Liu, Z., Zhang, L., Chen, C., Bu, J. (2013). Semi-supervised Node Splitting for Random Forest Construction. 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhou, T., Tao, D. (2013). Shifted subspaces tracking on sparse outlier for motion segmentation. 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), Palo Alto: AAAI Press.
    • Cheng, J., Liu, J., Tao, D., Yin, F., Wong, D., Xu, Y., Wong, T. (2013). Superpixel classification based optic cup segmentation. 16th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2013), Heidelberg: Springer. [More Information]
    • Wu, F., Tan, X., Yang, Y., Tao, D., Tang, S., Zhuang, Y. (2013). Supervised nonnegative tensor factorization with Maximum-Margin Constraint. 27th AAAI Conference on Artificial Intelligence (AAAI 2013), Bellevue: AAAI Press.
    • Günther, M., Costa-Pazo, A., Ding, C., Boutellaa, E., Chiachia, G., Zhang, H., De Assis Angeloni, M., Štruc, V., Khoury, E., Vazquez-Fernandez, E., et al (2013). The 2013 face recognition evaluation in mobile environment. 6th IAPR International Conference on Biometrics (ICB 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Hong, Z., Mei, X., Prokhorov, D., Tao, D. (2013). Tracking via Robust Multi-Task Multi-View Joint Sparse Representation. 2013 IEEE International Conference on Computer Vision (ICCV 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Luo, Y., Tao, D., Xu, C., Li, D., Xu, C. (2013). Vector-valued multi-view semi-supervised learning for multi-label image classification. 27th AAAI Conference on Artificial Intelligence (AAAI 2013), Bellevue: AAAI Press.
    • Deng, C., Ji, R., Liu, W., Tao, D., Gao, X. (2013). Visual reranking through weakly supervised multi-graph learning. 2013 IEEE International Conference on Computer Vision (ICCV 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhou, T., Tao, D. (2012). 1-bit Hamming compressed sensing. 2012 IEEE International Symposium on Information Theory (ISIT 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Han, B., Li, X., Gao, X., Tao, D. (2012). A biological inspired features based saliency map. 2012 International Conference on Computing, Networking and Communications, ICNC'12, Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Du, B., Zhang, L., Tao, D., Wang, N., Chen, T. (2012). A spectral dissimilarity constrained nonnegative matrix factorization based cancer screening algorithm from hyperspectral fluorescence images. 2012 International Conference on Computerized Healthcare, ICCH 2012, China: IEEE Computer Society. [More Information]
    • Zhou, T., Tao, D. (2012). Bilateral Random Projections. 2012 IEEE International Symposium on Information Theory (ISIT 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Chen, D., Cheng, J., Tao, D. (2012). Clustering-based discriminative locality alignment for face gender recognition. 25th IEEE/RSJ International Conference on Robotics and Intelligent Systems (IROS 2012), Piscataway: IEEE. [More Information]
    • He, L., Wang, D., Li, X., Tao, D., Gao, X., Gao, F. (2012). Color Fractal Structure Model for Reduced-Reference Colorful Image Quality Assessment. 19th International Conference on Neural Information Processing (ICONIP 2012), Berlin: Springer. [More Information]
    • Bian, W., Xie, B., Tao, D. (2012). CorrLog: Correlated logistic models for joint prediction of multiple labels. 15th International Conference on Artificial Intelligence and Statistics (AISTATS 2012), La Palma: Microtome Publishing.
    • Hong, Z., Mei, X., Tao, D. (2012). Dual-force metric learning for robust distracter-resistant tracker. 12th European Conference on Computer Vision (ECCV 2012), Cham: Springer Verlag. [More Information]
    • Shi, M., Sun, X., Tao, D., Xu, C. (2012). Exploiting Visual Word Co-occurrence for Image Retrieval. 20th ACM International Conference on Multimedia, MM'12, New York: Association for Computing Machinery (ACM). [More Information]
    • Wu, Z., Wu, J., Cao, J., Tao, D. (2012). HySAD: A semi-supervised hybrid shilling attack detector for trustworthy product recommendation. 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2012, USA: ACM. [More Information]
    • Liu, X., Song, M., Zhang, L., Wang, S., Bu, J., Chen, C., Tao, D. (2012). Joint shot boundary detection and key frame extraction. 21st International Conference on Pattern Recognition (ICPR 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers.
    • Zhou, T., Tao, D. (2012). Labelset anchored subspace ensemble (LASE) for multi-label annotation. 2nd ACM International Conference on Multimedia Retrieval (ICMR 2012), New York: ACM. [More Information]
    • Wang, S., Zhao, Q., Song, M., Bu, J., Chen, C., Tao, D. (2012). Learning visual saliency based on object's relative relationship. 19th International Conference on Neural Information Processing (ICONIP 2012), Berlin: Springer. [More Information]
    • Gao, F., Tao, D., Li, X., Gao, X., He, L. (2012). Local structure divergence index for image quality assessment. 19th International Conference on Neural Information Processing (ICONIP 2012), Berlin: Springer. [More Information]
    • Zhou, T., Tao, D. (2012). Multi-label subspace ensemble. 15th International Conference on Artificial Intelligence and Statistics (AISTATS 2012), La Palma: Microtome Publishing.
    • Zhang, K., Gao, X., Tao, D., Li, X. (2012). Multi-scale dictionary for single image super-resolution. 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012), Providence: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Liu, X., Song, M., Zhang, L., Tao, D., Bu, J., Chen, C. (2012). Pedestrian detection using a mixture mask model. 2012 9th IEEE International Conference on Networking, Sensing and Control (ICNSC 2012), Beijing: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Li, J., Tao, D. (2012). Sampling normal distribution restricted on multiple regions. The 19th International Conference on Neural Information Processing (ICONIP 2012), Heidelberg: Springer. [More Information]
    • He, L., Tao, D., Li, X., Gao, X. (2012). Sparse representation for blind image quality assessment. 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012), Providence: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhang, L., Song, M., Sun, L., Liu, X., Wang, Y., Tao, D., Bu, J., Chen, C. (2012). Spatial graphlet matching kernel for recognizing aerial image categories. 21st International Conference on Pattern Recognition (ICPR 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers.
    • Yu, J., Cheng, J., Wang, J., Tao, D. (2012). Transductive Cartoon Retrieval by Multiple Hypergraph Learning. 19th International Conference on Neural Information Processing (ICONIP 2012), Berlin: Springer. [More Information]
    • Zhou, T., Tao, D. (2011). 1-bit Compressed Quantization. 25th Annual Conference on Neural Information Processing System (NIPS), workshop on Sparse Representation and Low-rank Approximation, Granada, Spain: Neural Information Processing Systems Foundation, Inc.
    • Li, J., Tao, D. (2011). A probabilistic model for discovering high level brain activities from fMRI. 18th International Conference on Neural Information Processing (ICONIP 2011), Cham: Springer Verlag. [More Information]
    • Mu, Y., Ding, W., Tao, D., Stepinski, T. (2011). Biologically inspired model for crater detection. 2011 International Joint Conference on Neural Networks (IJCNN 2011), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhou, Z., Bu, J., Tao, D., Zhang, L., Song, M., Chen, C. (2011). Describing human identity using attributes. 18th International Conference on Neural Information Processing - ICONIP 2011, Berlin: Springer. [More Information]
    • Li, Y., Geng, B., Zha, Z., Tao, D., Yang, L., Xu, C. (2011). Difficulty Guided Image Retrieval using Linear Multiview Embedding. 19th ACM International Conference on Multimedia ACM Multimedia 2011 (MM 2011), New York: Association for Computing Machinery (ACM). [More Information]
    • Mu, Y., Ding, W., Morabito, M., Tao, D. (2011). Empirical Discriminative Tensor Analysis for Crime Forecasting. 5th International Conference on Knowledge Science, Engineering and Management, KSEM 2011, USA: Springer. [More Information]
    • Zhang, J., Wang, N., Gao, X., Tao, D., Li, X. (2011). Face sketch-photo synthesis based on support vector regression. 2011 18th IEEE International Conference on Image Processing (ICIP 2011), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Wang, N., Gao, X., Tao, D., Li, X. (2011). Face sketch-photo synthesis under multi-dictionary sparse representation framework. 6th International Conference on Image and Graphics (ICIG 2011), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhang, L., Song, M., Bian, W., Tao, D., Liu, X., Bu, J., Chen, C. (2011). Feature relationships hypergraph for multimodal recognition. 18th International Conference on Neural Information Processing (ICONIP 2011), Cham: Springer Verlag. [More Information]
    • Cheng, J., Tao, D., Liu, J., Wong, D., Lee, B., Baskaran, M., Wong, T., Aung, T. (2011). Focal biologically inspired feature for glaucoma type classification. 14th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2011), Berlin: Springer. [More Information]
    • Zhang, C., Tao, D. (2011). Generalization bound for infinitely divisible empirical process. 14th International Conference on Artificial Intelligence and Statistics (AISTATS 2011), Fort Lauderdale: Microtome Publishing.
    • Zhou, T., Tao, D. (2011). GoDec: Randomized low-rank & sparse matrix decomposition in noisy case. 28th International Conference on Machine Learning (ICML 2011), Bellevue: International Machine Learning Society.
    • Zhang, L., Bian, W., Song, M., Tao, D., Liu, X. (2011). Integrating local features into discriminative graphlets for scene classification. 18th International Conference on Neural Information Processing - ICONIP 2011, Berlin: Springer. [More Information]
    • Zhou, Z., Song, M., Zhang, L., Tao, D., Bu, J., Chen, C. (2011). KPose: A new representation for action recognition. 10th Asian Conference on Computer Vision (ACCV 2010), Germany: Springer-Verlag Berlin Heidelberg. [More Information]
    • Bian, W., Tao, D. (2011). Learning a Distance Metric by Empirical Loss Minimization. 22nd International Joint Conference on Artificial Intelligence, Menlo Park, California, USA: AAAI Press. [More Information]
    • Li, J., Bian, W., Tao, D., Zhang, C. (2011). Learning colours from textures by sparse manifold embedding. 24th Australasian Joint Conference on Artificial Intelligence (AI 2011), Cham: Springer Verlag. [More Information]
    • Zheng, S., Xie, B., Huang, K., Tao, D. (2011). Multi-view pedestrian recognition using shared dictionary learning with group sparsity. 18th International Conference on Neural Information Processing - ICONIP 2011, Berlin: Springer. [More Information]
    • Xie, B., Bian, W., Tao, D., Chordia, P. (2011). Music tagging with regularized logistic regression. 12th International Society for Music Information Retrieval Conference (ISMIR 2011), Miami: International Society for Music Information Retrieval.
    • Wang, S., Song, M., Tao, D., Zhang, L., Bu, J., Chen, C. (2011). Opponent and feedback: Visual attention captured. 18th International Conference on Neural Information Processing - ICONIP 2011, Berlin: Springer. [More Information]
    • Li, Y., Luo, Y., Tao, D., Xu, C. (2011). Query difficulty guided image retrieval system. 17th International Multimedia Modeling Conference (MMM 2011), Berlin: Springer. [More Information]
    • Li, Y., Geng, B., Zha, Z., Li, Y., Tao, D., Xu, C. (2011). Query expansion by spatial co-occurrence for image retrieval. 19th ACM International Conference on Multimedia ACM Multimedia 2011 (MM 2011), New York: Association for Computing Machinery (ACM). [More Information]
    • Zhang, C., Tao, D. (2011). Risk bounds for infinitely divisible distribution. 27th Conference on Uncertainty in Artificial Intelligence UAI 2011, United States: AUAI Press.
    • Luo, Y., Tao, D., Geng, B., Xu, C., Maybank, S. (2011). Shared feature extraction for semi-supervised image classification. 19th ACM International Conference on Multimedia ACM Multimedia 2011 (MM 2011), New York: Association for Computing Machinery (ACM). [More Information]
    • Mu, G., Gao, X., Zhang, K., Li, X., Tao, D. (2011). Single image super resolution with high resolution dictionary. 2011 18th IEEE International Conference on Image Processing (ICIP 2011), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Gao, Y., Wang, M., Luan, H., Shen, J., Yan, S., Tao, D. (2011). Tag-based social image search with visual-text joint hypergraph learning. 19th ACM International Conference on Multimedia ACM Multimedia 2011 (MM 2011), New York: Association for Computing Machinery (ACM). [More Information]
    • Gao, F., Gao, X., Tao, D., Li, X., He, L., Lu, W. (2011). Universal no reference image quality assessment metrics based on local dependency. 1st Asian Conference on Pattern Recognition, ACPR 2011, China: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Li, J., Tao, D. (2011). Wisdom of crowds: Single image super-resolution from the Web. 11th IEEE International Conference on Data Mining Workshops (ICDMW 2011), Piscataway: IEEE. [More Information]
    • Liu, W., Ma, S., Tao, D., Liu, J., Liu, P. (2010). Semi-Supervised Sparse Metric Learning Using Alternating Linearization Optimization. Sixteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), New York: Association for Computing Machinery (ACM). [More Information]
    • Yang, Y., Zhuang, Y., Xu, D., Pan, Y., Tao, D., Maybank, S. (2009). Retrieval based interactive cartoon synthesis via unsupervised bi-distance metric learning. 17th ACM Multimedia Conference (ACM MM), New York: ACM. [More Information]

    2017

    • Zhang, S., Lan, X., Yao, H., Zhou, H., Tao, D., Li, X. (2017). A Biologically Inspired Appearance Model for Robust Visual Tracking (Forthcoming). IEEE Transactions on Neural Networks and Learning Systems, 23.
    • Xiong, H., Tao, D. (2017). A Diversified Generative Latent Variable Model for WiFi-Slam. 31st AAAI Conference on Artificial Intelligence (AAAI-17), USA.
    • Fang, M., Yin, J., Hall, L., Tao, D. (2017). Active Multi-Task Learning with Trace Norm Regularization based on Excess Risk. IEEE Transactions on Cybernetics, In Press, 1-10. [More Information]
    • Liu, T., Tao, D., Song, M., Maybank, S. (2017). Algorithm-Dependent Generalization Bounds for Multi-Task Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39(2), 227-241. [More Information]
    • Wang, Y., Xu, C., Xu, C., Tao, D. (2017). Beyond RPCA: Flattening Complex Noise in the Frequency Domain. 31st AAAI Conference on Artificial Intelligence (AAAI-17), USA.
    • Zhang, K., Tao, D., Gao, X., Li, X., Li, J. (2017). Coarse-to-Fine Learning for Single Image Super-resolution. IEEE Transactions on Neural Networks and Learning Systems, 28(5), 1109-1122. [More Information]
    • Xiong, W., Zhang, L., Du, B., Tao, D. (2017). Combining local and global: Rich and robust feature pooling for visual recognition. Pattern Recognition, 62, 225-235. [More Information]
    • Liu, M., Xu, C., Luo, Y., Xu, C., Wen, Y., Tao, D. (2017). Cost-Sensitive Feature Selection by Optimizing F-measures. 31st AAAI Conference on Artificial Intelligence (AAAI-17), USA.
    • Zeng, K., Yu, J., Wang, R., Li, C., Tao, D. (2017). Coupled Deep Autoencoder for Single Image Super-Resolution. IEEE Transactions on Cybernetics, 47(1), 27-37. [More Information]
    • Yu, J., Yang, X., Gao, F., Tao, D. (2017). Deep Multimodal Distance Metric Learning Using Click Constraints for Image Ranking (Forthcoming). IEEE Transactions on Cybernetics.
    • Li, J., Mei, X., Prokhorov, D., Tao, D. (2017). Deep Neural Network for Structural Prediction and Lane Detection in Traffic Scene (Forthcoming). IEEE Transactions on Neural Networks and Learning Systems, 28(3), 690-703. [More Information]
    • Li, J., Xu, C., Yang, W., Sun, C., Tao, D. (2017). Discriminative Multi-view Interactive Image Re-ranking [Forthcoming]. IEEE Transactions on Image Processing. [More Information]
    • Qiao, M., Liu, L., Yu, J., Xu, C., Tao, D. (2017). Diversified dictionaries for multi-instance learning. Pattern Recognition, 64, 407-416. [More Information]
    • Chen, Z., You, X., Zhong, B., Li, J., Tao, D. (2017). Dynamically Modulated Mask Sparse Tracking. IEEE Transactions on Cybernetics, PP(99), 1-13. [More Information]
    • Liu, Q., Sun, Y., Wang, C., Liu, T., Tao, D. (2017). Elastic net hypergraph learning for image clustering and semi-supervised classification. IEEE Transactions on Image Processing, 26(1), 452-463. [More Information]
    • Du, B., Wang, Z., Zhang, L., Zhang, L., Liu, W., Shen, J., Tao, D. (2017). Exploring Representativeness and Informativeness for Active Learning. IEEE Transactions on Cybernetics, 47(1), 14-26. [More Information]
    • Gui, J., Sun, Z., Ji, S., Tao, D., Tan, T. (2017). Featured Selection Based on Structured Sparsity: A Comprehensive Study. IEEE Transactions on Neural Networks and Learning Systems, In Press, 1-18. [More Information]
    • Xu, Z., Tao, D., Huang, S., Zhang, Y. (2017). Friend or Foe: Fine-Grained Categorization with Weak Supervision. IEEE Transactions on Image Processing, 26(1), 135-146. [More Information]
    • Tian, D., Tao, D. (2017). Global Hashing System for Fast Image Search. IEEE Transactions on Image Processing, 26(1), 79-89. [More Information]
    • Gong, D., Li, Z., Huang, W., Li, X., Tao, D. (2017). Heterogeneous Face Recognition: A Common Encoding Feature Discriminant Approach. IEEE Transactions on Image Processing, 26(5), 2079-2089. [More Information]
    • Qu, Y., Lin, L., Shen, F., Lu, C., Wu, Y., Xie, Y., Tao, D. (2017). Joint Hierarchical Category Structure Learning and Large-Scale Image Classification. IEEE Transactions on Image Processing, PP(99), 1-16. [More Information]
    • Gong, C., Tao, D., Liu, W., Liu, L., Yang, J. (2017). Label Propagation via Teaching-to-Learn and Learning-to-Teach. IEEE Transactions on Neural Networks and Learning Systems, 28(6), 1452-1465. [More Information]
    • Tao, D., Tao, D., Li, X., Gao, X. (2017). Large Sparse Cone Non-negative Matrix Factorization for Image Annotation. ACM Transactions on Intelligent Systems and Technology, 8(3), 1-21. [More Information]
    • Zhang, C., Du, L., Tao, D. (2017). LSV-Based Tail Inequalities for Sums of Random Matrices. Neural Computation, 29(1), 247-262. [More Information]
    • Yang, E., Deng, C., Liu, W., Gao, X., Li, J., Tao, D. (2017). Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval. 31st AAAI Conference on Artificial Intelligence (AAAI-17), USA.
    • Wang, Y., Xu, C., You, S., Xu, C., Tao, D. (2017). Parts for the Whole: The DCT Norm for Extreme Visual Recovery (Forthcoming). IEEE Transactions on Image Processing, 23.
    • Shen, X., Tian, X., Sun, S., Tao, D. (2017). Patch Reordering: a Novel Way to Achieve Rotation and Translational Invariance in CNN. 31st AAAI Conference on Artificial Intelligence (AAAI-17), USA.
    • Du, B., Zhang, M., Zhang, L., Hu, R., Tao, D. (2017). PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral Images. IEEE Transactions on Multimedia, 19(1), 67-79. [More Information]
    • Du, B., Wang, Z., Zhang, L., Zhang, L., Tao, D. (2017). Robust and Discriminative Labelling for Multi-label Active Learning Based on Maximum Correntropy Criterion. IEEE Transactions on Image Processing, 26(4), 1694-1707. [More Information]
    • Zhang, L., Zhang, Q., Du, B., You, J., Tao, D. (2017). Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction. 31st AAAI Conference on Artificial Intelligence (AAAI-17), USA.
    • Sun, L., Chen, K., Song, M., Tao, D., Chen, G., Chen, C. (2017). Robust, Efficient Depth Reconstruction With Hierarchical Confidence-Based Matching. IEEE Transactions on Image Processing, 26(7), 3331-3343. [More Information]
    • Zhang, L., Zhang, Q., Du, B., Huang, X., Tang, Y., Tao, D. (2017). Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images. IEEE Transactions on Cybernetics, PP(99), 1-13. [More Information]
    • Liu, H., Wu, J., Liu, T., Tao, D., Fu, Y. (2017). Spectral Ensemble Clustering via Weighted K-means: Theoretical and Practical Evidence. IEEE Transactions On Knowledge And Data Engineering, 29(5), 1129-1143. [More Information]
    • Fan, M., Chang, X., Tao, D. (2017). Structure Regularized Unsupervised Discriminant Feature Analysis. 31st AAAI Conference on Artificial Intelligence (AAAI-17), USA.
    • Gui, J., Liu, T., Sun, Z., Tao, D., Tan, T. (2017). Supervised Discrete Hashing with Relaxation (Forthcoming). IEEE Transactions on Neural Networks and Learning Systems, 23. [More Information]
    • Hu, W., Tao, D., Zhang, W., Xie, Y., Yang, Y. (2017). The Twist Tensor Nuclear Norm for Video Completion (Forthcoming). IEEE Transactions on Neural Networks and Learning Systems, 23. [More Information]
    • Xu, Z., Huang, S., Zhang, Y., Tao, D. (2017). Webly-supervised Fine-grained Visual Categorisation via Deep Domain Adaptation (Forthcoming). IEEE Transactions on Pattern Analysis and Machine Intelligence, 37. [More Information]

    2016

    • Ding, C., Tao, D. (2016). A comprehensive survey on Pose-Invariant Face Recognition. ACM Transactions on Intelligent Systems and Technology, 7(3), 1-42. [More Information]
    • Shen, F., Zhou, X., Yang, Y., Song, J., Shen, H., Tao, D. (2016). A Fast Optimization Method for General Binary Code Learning. IEEE Transactions on Image Processing, 25(12), 5610-5621. [More Information]
    • Liu, T., Gong, M., Tao, D. (2016). A Large-Cone Nonnegative Matrix Factorization. IEEE Transactions on Neural Networks and Learning Systems, 23.
    • Liu, J., Su, H., Hu, W., Zhang, L., Tao, D. (2016). A minimal Munsell value error based laser printer model. Neurocomputing, 204, 231-239. [More Information]
    • Zheng, H., Geng, X., Tao, D., Jin, Z. (2016). A multi-task model for simultaneous face identification and facial expression recognition. Neurocomputing, 171, 515-523. [More Information]
    • Li, Z., Gong, D., Li, X., Tao, D. (2016). Aging Face Recognition: A Hierarchical Learning Model Based on Local Patterns Selection. IEEE Transactions on Image Processing, 25(5), 2146-2154. [More Information]
    • Du, B., Xiang, Y., Zhang, L., Tao, D. (2016). Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and Statistics-Based Detector for Hyperspectral Images. IEEE Transactions on Image Processing, 25(11), 5345-5357. [More Information]
    • Cai, B., Xu, X., Xing, X., Jia, K., Miao, J., Tao, D. (2016). BIT: Biologically Inspired Tracker. IEEE Transactions on Image Processing, 25(3), 1327-1339. [More Information]
    • Liu, T., Tao, D. (2016). Classification with Noisy Labels by Importance Reweighting. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(3), 447-461. [More Information]
    • Wang, Y., Xu, C., Tao, D., Xu, C. (2016). CNNpack: Packing Convolutional Neural Networks in the Frequency Domain. Neural Information Processing Systems 2016 (NIPS 2016) (30th Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain), Barcelona: Neural Information Processing Systems (NIPS).
    • Li, Q., Qiao, M., Bian, W., Tao, D. (2016). Conditional graphical Lasso for multi-label image classification. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers.
    • He, Z., Li, X., You, X., Tao, D., Tang, Y. (2016). Connected Component Model for Multi-Object Tracking. IEEE Transactions on Image Processing, 25(8), 3698-3711. [More Information]
    • Li, Q., Xie, B., You, J., Bian, W., Tao, D. (2016). Correlated Logistic Model with Elastic Net Regularization for Multilabel Image Classification. IEEE Transactions on Image Processing, 25(8), 3801-3813. [More Information]
    • Tian, D., Tao, D. (2016). Coupled Learning for Facial Deblur. IEEE Transactions on Image Processing, 25(2), 961-972. [More Information]
    • Guo, Y., Tao, D., Yu, J., Xiong, H., Li, Y., Tao, D. (2016). Deep Neural Networks with Relativity Learning for Facial Expression Recognition. 2016 IEEE International Conference on Multimedia and Expo Workshop (ICMEW 2016), Piscataway: IEEE. [More Information]
    • Cai, B., Xu, X., Jia, K., Qing, C., Tao, D. (2016). DehazeNet: An end-to-end system for single image haze removal. IEEE Transactions on Image Processing, 25(11), 5187-5198. [More Information]
    • Xiong, W., Du, B., Zhang, L., Zhang, L., Tao, D. (2016). Denoising auto-encoders toward robust unsupervised feature representation. 2016 International Joint Conference on Neural Networks (IJCNN 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Liu, T., Tao, D., Xu, D. (2016). Dimensionality-Dependent Generalization Bounds for k-Dimensional Coding Schemes. Neural Computation, 28(10), 2213-2249. [More Information]
    • Hou, C., Nie, F., Tao, D. (2016). Discriminative Vanishing Component Analysis. 30th AAAI Conference on Artificial Intelligence (AAAI 2016), United States: AAAI Press.
    • Xiong, H., Liu, T., Tao, D. (2016). Diversified Dynamical Gaussian Process Latent Variable Model for Video Repair. 30th AAAI Conference on Artificial Intelligence (AAAI 2016), United States: AAAI Press.
    • Qiao, M., Bian, W., Xu, R., Tao, D. (2016). Diversified Hidden Markov Models for Sequential Labeling. 32nd IEEE International Conference on Data Engineering (ICDE 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Gong, M., Zhang, K., Liu, T., Tao, D., Glymour, C., Scholkopf, B. (2016). Domain Adaptation with Conditional Transferable Components. 33rd International Conference on Machine Learning (ICML 2016), New York: Journal of Machine Learning Research (JMLR).
    • Yang, W., Jin, L., Tao, D., Xie, Z., Feng, Z. (2016). DropSample: A new training method to enhance deep convolutional neural networks for large-scale unconstrained handwritten Chinese character recognition. Pattern Recognition, 58, 190-203. [More Information]
    • Xiong, H., Liu, T., Tao, D., Shen, H. (2016). Dual Diversified Dynamical Gaussian Process Latent Variable Model for Video Repairing. IEEE Transactions on Image Processing, 25(8), 3626-3637. [More Information]
    • Liu, Q., Deng, J., Tao, D. (2016). Dual Sparse Constrained Cascade Regression for Robust Face Alignment. IEEE Transactions on Image Processing, 25(2), 700-712. [More Information]
    • Han, B., Zhang, L., Gao, X., Zhao, X., Tao, D. (2016). Embedded Locality Discriminant GPLVM for Dimensionality Reduction. 2016 International Joint Conference on Neural Networks (IJCNN 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers.
    • Yang, X., Wang, M., Zhang, L., Tao, D. (2016). Empirical Risk Minimization for Metric Learning Using Privileged Information. International Conference on Artificial Intelligence (IJCAI).
    • Qiao, M., Xu, R., Bian, W., Tao, D. (2016). Fast sampling for time-varying Determinantal Point Processes. ACM Transactions on Knowledge Discovery from Data, 11(1), 1-24. [More Information]
    • Xie, Y., Qu, Y., Tao, D., Wu, W., Yuan, Q., Zhang, W. (2016). Hyperspectral Image Restoration via Iteratively Regularized Weighted Schatten p-Norm Minimization. IEEE Transactions on Geoscience and Remote Sensing, 54(8), 4642-4659. [More Information]
    • Xie, L., Tao, D., Wei, H. (2016). Joint structured sparsity regularized multiview dimension reduction for video-based facial expression recognition. ACM Transactions on Intelligent Systems and Technology, 8(2). [More Information]
    • You, X., Guo, W., Yu, S., Li, K., Principe, J., Tao, D. (2016). Kernel Learning for Dynamic Texture Synthesis. IEEE Transactions on Image Processing, 25(10), 4782-4795. [More Information]
    • Luo, Y., Wen, Y., Tao, D., Gui, J., Xu, C. (2016). Large Margin Multi-Modal Multi-Task Feature Extraction for Image Classification. IEEE Transactions on Image Processing, 25(1), 414-427. [More Information]
    • Gu, K., Tao, D., Zhai, G., Lin, W. (2016). Learning a No-Reference Image Quality Metric of Enhanced Images. IEEE Transactions on Neural Networks and Learning Systems, In Press, 1-13.
    • Wang, J., Wang, Z., Tao, D., See, S., Wang, G. (2016). Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks. Computer Vision - ECCV 2016, The Netherlands: Springer. [More Information]
    • Yu, B., Fang, M., Tao, D. (2016). Linear Submodular Bandits with a Knapsack Constraint. 30th AAAI Conference on Artificial Intelligence (AAAI 2016), United States: AAAI Press.
    • Xu, C., Liu, T., Tao, D., Xu, C. (2016). Local Rademacher Complexity for Multi-Label Learning. IEEE Transactions on Image Processing, 25(3), 1495-1507. [More Information]
    • Deng, J., Liu, Q., Yang, J., Tao, D. (2016). M3 CSR: Multi-view, multi-scale and multi-component cascade shape regression. Image and Vision Computing, 47, 19-29. [More Information]
    • Ding, C., Choi, J., Tao, D., Davis, L. (2016). Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(3), 518-531. [More Information]
    • Wang, Z., Du, B., Zhang, L., Zhang, L., Fang, M., Tao, D. (2016). Multi-label active learning based on maximum correntropy criterion: Towards robust and discriminative labeling. The 14th European Conference on Computer Vision (ECCV 2016), Cham: Springer. [More Information]
    • Gong, C., Tao, D., Maybank, S., Liu, W., Kang, G., Yang, J. (2016). Multi-Modal Curriculum Learning for Semi-Supervised Image Classification. IEEE Transactions on Image Processing, 25(7), 3249-3260. [More Information]
    • Xie, L., Wei, H., Tao, D. (2016). Multi-view Exclusive Unsupervised Dimension Reduction for Video-based Facial Expression Recognition. International Conference on Artificial Intelligence (IJCAI).
    • Hong, R., Hu, Z., Wang, R., Wang, M., Tao, D. (2016). Multi-View Object Retrieval via Multi-Scale Topic Models. IEEE Transactions on Image Processing, 25(12), 5814-5827. [More Information]
    • Liu, X., Fan, X., Deng, C., Li, Z., Su, H., Tao, D. (2016). Multilinear hyperplane hashing. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers.
    • Xu, Z., Hong, Z., Zhang, Y., Wu, J., Tsoi, A., Tao, D. (2016). Multinomial Latent Logistic Regression for Image Understanding. IEEE Transactions on Image Processing, 25(2), 973-987. [More Information]
    • Peng, C., Gao, X., Wang, N., Tao, D., Li, X., Li, J. (2016). Multiple Representations-Based Face Sketch�Photo Synthesis. IEEE Transactions on Neural Networks and Learning Systems, 27(11), 2201-2215. [More Information]
    • Li, Z., Gong, D., Li, Q., Tao, D., Li, X. (2016). Mutual component analysis for heterogeneous face recognition. ACM Transactions on Intelligent Systems and Technology, 7(3), 1-23. [More Information]
    • Wang, R., Tao, D. (2016). Non-Local Auto-Encoder with Collaborative Stabilization for Image Restoration. IEEE Transactions on Image Processing, 25(5), 2117-2129. [More Information]
    • Fu, H., Wang, C., Tao, D., Black, M. (2016). Occlusion boundary detection via deep exploration of context. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers.
    • Sun, H., Li, J., Du, B., Tao, D. (2016). On Combining Compressed Sensing and Sparse Representations for Object Tracking. Pacific-Rim Conference on Multimedia (PCM).
    • Luo, Y., Wen, Y., Tao, D. (2016). On Combining Side Information and Unlabeled Data for Heterogeneous Multi-task Metric Learning. International Conference on Artificial Intelligence (IJCAI).
    • Liu, T., Tao, D. (2016). On the performance of Manhattan nonnegative matrix factorization. IEEE Transactions on Neural Networks and Learning Systems, 27(9), 1851-1863. [More Information]
    • Lan, L., Tao, D., Gong, C., Guan, N., Luo, Z. (2016). Online Multi-object Tracking by Quadratic Pseudo-Boolean Optimization. International Conference on Artificial Intelligence (IJCAI).
    • Liu, W., Zha, Z., Wang, Y., Lu, K., Tao, D. (2016). P-Laplacian Regularized Sparse Coding for Human Activity Recognition. IEEE Transactions On Industrial Electronics, 63(8), 5120-5129. [More Information]
    • Mei, T., Li, L., Tian, X., Tao, D., Ngo, C. (2016). PageSense: Towards Style-wise Contextual Advertising via Visual Analysis of Webpages. IEEE Transactions on Circuits and Systems for Video Technology. [More Information]
    • Huang, S., Xu, Z., Tao, D., Zhang, Y. (2016). Part-Stacked CNN for Fine-Grained Visual Categorization. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas: (IEEE) Institute of Electrical and Electronics Engineers.
    • Liu, C., Lovell, B., Tao, D., Tistarelli, M. (2016). Pattern Recognition, Part 1 [Guest editors' introduction]. IEEE Intelligent Systems, 31(2), 6-8. [More Information]
    • Liu, C., Lovell, B., Tao, D., Tistarelli, M. (2016). Pattern Recognition, Part 2. IEEE Intelligent Systems, 31(3), 3-5. [More Information]
    • Yu, B., Fang, M., Tao, D. (2016). Per-Round Knapsack-Constrained Linear Submodular Bandits. Neural Computation, 28(12), 2757-2789. [More Information]
    • Liu, X., Huang, L., Deng, C., Lang, B., Tao, D. (2016). Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search. IEEE Transactions on Image Processing, 25(10), 4514-4524. [More Information]
    • Liu, X., Deng, C., Lang, B., Tao, D., Li, X. (2016). Query-Adaptive Reciprocal Hash Tables for Nearest Neighbor Search. IEEE Transactions on Image Processing, 25(2), 907-919. [More Information]
    • Li, Q., Bian, W., Xu, R., You, J., Tao, D. (2016). Random Mixed Field Model for Mixed-Attribute Data Restoration. 30th AAAI Conference on Artificial Intelligence (AAAI 2016), United States: AAAI Press.
    • Cai, B., Xu, X., Tao, D. (2016). Real-Time Video Dehazing Based on Spatio-Temporal MRF. Pacific-Rim Conference on Multimedia (PCM).
    • Li, Y., Tian, X., Tao, D. (2016). Regularized Large Margin Distance Metric Learning. 16th IEEE International Conference on Data Mining and Workshops (ICDM & ICDMW 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Xiong, W., Du, B., Zhang, L., Hu, R., Tao, D. (2016). Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint. 16th IEEE International Conference on Data Mining and Workshops (ICDM & ICDMW 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Wang, S., Tao, D., Yang, J. (2016). Relative Attribute SVM+ Learning for Age Estimation. IEEE Transactions on Cybernetics, 46(3), 827-839. [More Information]
    • Xie, Y., Zhang, W., Tao, D., Hu, W., Qu, Y., Wang, H. (2016). Removing Turbulence Effect via Hybrid Total Variation and Deformation-Guided Kernel Regression. IEEE Transactions on Image Processing, 25(10), 4943-4958. [More Information]
    • Gui, J., Liu, T., Tao, D., Sun, Z., Tan, T. (2016). Representative Vector Machines: A Unified Framework for Classical Classifiers. IEEE Transactions on Cybernetics, 46(8), 1877-1888. [More Information]
    • Xu, C., Tao, D., Xu, C. (2016). Robust extreme multi-label learning. 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2016), New York: Association for Computing Machinery (ACM). [More Information]
    • Yu, X., Bian, W., Tao, D. (2016). Scalable Completion of Nonnegative Matrix with Separable Structure. 30th AAAI Conference on Artificial Intelligence (AAAI 2016), United States: AAAI Press.
    • Wang, M., Wu, W., Hao, S., Tao, D., Wu, X. (2016). Scalable Semi-Supervised Learning by Efficient Anchor Graph Regularization. IEEE Transactions On Knowledge And Data Engineering, 28(7), 1864-1877. [More Information]
    • Hu, Y., Wang, N., Tao, D., Gao, X., Li, X. (2016). SERF: A Simple, Effective, Robust, and Fast Image Super-Resolver from Cascaded Linear Regression. IEEE Transactions on Image Processing, 25(9), 4091-4102. [More Information]
    • Kang, G., Li, J., Tao, D. (2016). Shakeout: A New Regularized Deep Neural Network Training Scheme. 30th AAAI Conference on Artificial Intelligence (AAAI 2016), United States: AAAI Press.
    • Yang, X., Gao, X., Tao, D., Li, X., Han, B., Li, J. (2016). Shape-Constrained Sparse and Low-Rank Decomposition for Auroral Substorm Detection. IEEE Transactions on Neural Networks and Learning Systems, 27(1), 32-46. [More Information]
    • Deng, C., Xu, J., Zhang, K., Tao, D., Gao, X., Li, X. (2016). Similarity Constraints-Based Structured Output Regression Machine: An Approach to Image Super-Resolution. IEEE Transactions on Neural Networks and Learning Systems, 27(12), 2472-2485. [More Information]
    • Liu, F., Xu, X., Qiu, S., Qing, C., Tao, D. (2016). Simple to Complex Transfer Learning for Action Recognition. IEEE Transactions on Image Processing, 25(2), 949-960. [More Information]
    • Zhao, N., Zhang, L., Du, B., Zhang, L., Tao, D., You, J. (2016). Sparse Tensor Discriminative Locality Alignment for Gait Recognition. 2016 International Joint Conference on Neural Networks (IJCNN 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Cheng, J., Tao, D., Quan, Y., Wong, D., Cheung, G., Akiba, M., Liu, J. (2016). Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction. IEEE Transactions on Medical Imaging, 35(10), 2270-2279. [More Information]
    • Du, B., Xiong, W., Wu, J., Zhang, L., Zhang, L., Tao, D. (2016). Stacked Convolutional Denoising Auto-Encoders for Feature Representation. IEEE Transactions on Cybernetics, 47(4), 1017-1027. [More Information]
    • Liu, L., Tao, D. (2016). Sublinear Dual Coordinate Ascent for Regularized Loss Minimization. 16th IEEE International Conference on Data Mining and Workshops (ICDM & ICDMW 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Yu, B., Fang, M., Tao, D., Yin, J. (2016). Submodular Asymmetric Feature Selection in Cascade Object Detection. 30th AAAI Conference on Artificial Intelligence (AAAI 2016), United States: AAAI Press.
    • Gong, C., Tao, D., Yang, J., Liu, W. (2016). Teaching-to-Learn and Learning-to-Teach for Multi-label Propagation. 30th AAAI Conference on Artificial Intelligence (AAAI 2016), United States: AAAI Press.
    • Luo, Y., Tao, D., Ramamohanarao, K., Xu, C., Wen, Y. (2016). Tensor canonical correlation analysis for multi-view dimension reduction. 32nd IEEE International Conference on Data Engineering (ICDE 2016), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Song, D., Meyer, D., Tao, D. (2016). Top-k link recommendation in social networks. 15th IEEE International Conference on Data Mining (ICDM 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Luo, Y., Wen, Y., Tao, D., Fu, Q. (2016). Toward Effortless TV-to-Online (T20) Experience: A Novel Metric Learning Approach. 2016 IEEE Global Communications Conference (GLOBECOM), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers.
    • Shen, X., Tian, X., Tao, D. (2016). Transform Invariant Convolutional Neural Networks for Image Classification and Search. 24th ACM SIGMM International Conference on Multimedia.
    • Shi, X., Guo, Z., Nie, F., Yang, L., You, J., Tao, D. (2016). Two-Dimensional Whitening Reconstruction for Enhancing Robustness of Principal Component Analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(10), 2130-2136. [More Information]
    • Hong, R., Zhang, L., Tao, D. (2016). Unified Photo Enhancement by Discovering Aesthetic Communities from Flickr. IEEE Transactions on Image Processing, 25(3), 1124-1135. [More Information]
    • Li, X., Liu, T., Deng, J., Tao, D. (2016). Video face editing using temporal-spatial-smooth warping. ACM Transactions on Intelligent Systems and Technology, 7(3), 1-28. [More Information]
    • Ren, W., Huang, K., Tao, D., Tan, T. (2016). Weakly Supervised Large Scale Object Localization with Multiple Instance Learning and Bag Splitting. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(2), 405-416. [More Information]

    2015

    • Liu, H., Wu, J., Tao, D., Zhang, Y., Fu, Y. (2015). "DIAS: A disassemble-assemble framework for highly sparse text clustering ". 2015 SIAM International Conference on Data Mining 2015 (SDM 2015), Vancouver: SIAM Publications.
    • Zhao, L., Gao, X., Tao, D., Li, X. (2015). A deep structure for human pose estimation. Signal Processing, 108, 36-45. [More Information]
    • Li, J., Lin, X., Rui, X., Rui, Y., Tao, D. (2015). A distributed approach toward discriminative distance metric learning. IEEE Transactions on Neural Networks and Learning Systems, 26(9), 2111-2122. [More Information]
    • Wang, B., Gao, X., Li, J., Li, X., Tao, D. (2015). A level set method with shape priors by using locality preserving projections. Neurocomputing, 170, 188-200. [More Information]
    • Gong, D., Li, Z., Tao, D., Liu, J., Li, X. (2015). A maximum entropy feature descriptor for age invariant face recognition. The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhang, L., Zhang, L., Tao, D., Du, B. (2015). A sparse and discriminative tensor to vector projection for human gait feature representation. Signal Processing, 106, 245-252. [More Information]
    • Fang, M., Tao, D. (2015). Active multi-task learning via bandits. 2015 SIAM International Conference on Data Mining 2015 (SDM 2015), Vancouver: SIAM Publications.
    • Guan, N., Tao, D., Lan, L., Luo, Z., Yang, X. (2015). Activity Recognition in Still Images with Transductive Non-negative Matrix Factorization. 13th European Conference on Computer Vision (ECCV 2014), Cham: Springer. [More Information]
    • Zhu, Z., You, X., Chen, C., Tao, D., Ou, W., Jiang, X., Zou, J. (2015). An adaptive hybrid pattern for noise-robust texture analysis. Pattern Recognition, 48(8), 2592-2608. [More Information]
    • Yang, X., Gao, X., Tao, D., Li, X., Li, J. (2015). An efficient MRF embedded level set method for image segmentation. IEEE Transactions on Image Processing, 24(1), 9-21. [More Information]
    • Xu, Z., Huang, S., Zhang, Y., Tao, D. (2015). Augmenting strong supervision using web data for fine-grained categorization. 15th IEEE International Conference on Computer Vision (ICCV 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhang, B., Wang, Z., Tao, D., Hua, X., Feng, D. (2015). Automatic Preview Frame Selection for Online Videos. 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2015), Piscataway, New Jersey: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Wang, Z., Du, B., Zhang, L., Hu, W., Tao, D., Zhang, L. (2015). Batch mode active learning for geographical image classification. 17th Asia-Pacific Web Conference (APWeb 2015), Switzerland: Springer. [More Information]
    • Huang, Q., Wang, T., Tao, D., Li, X. (2015). Biclustering learning of trading rules. IEEE Transactions on Cybernetics, 45(10), 2287-2298. [More Information]
    • Hou, W., Gao, X., Tao, D., Li, X. (2015). Blind image quality assessment via deep learning. IEEE Transactions on Neural Networks and Learning Systems, 26(6), 1275-1286. [More Information]
    • Zhang, L., Zhang, L., Tao, D., Huang, X., Du, B. (2015). Compression of hyperspectral remote sensing images by tensor approach. Neurocomputing, 147(1), 358-363. [More Information]
    • Hussain, A., Tao, D., Wu, J., Zhao, D. (2015). Computational Intelligence for Changing Environments. IEEE Computational Intelligence Magazine, 10(4), 10-11. [More Information]
    • Zhang, W., Guan, N., Tao, D., Mao, B., Huang, X., Luo, Z. (2015). Correntropy supervised non-negative matrix factorization. 2015 International Joint Conference on Neural Networks (IJCNN 2015), Killarney: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Gao, Y., Shi, M., Tao, D., Xu, C. (2015). Database saliency for fast image retrieval. IEEE Transactions on Multimedia, 17(3), 359-369. [More Information]
    • Gong, C., Liu, T., Tao, D., Fu, K., Tu, E., Yang, J. (2015). Deformed Graph Laplacian for Semisupervised Learning. IEEE Transactions on Neural Networks and Learning Systems, 26(10), 2261-2274. [More Information]
    • Weng, D., Wang, Y., Gong, M., Tao, D., Wei, H., Huang, D. (2015). DERF: Distinctive efficient robust features from the biological modeling of the P ganglion cells. IEEE Transactions on Image Processing, 24(8), 2287-2302. [More Information]
    • Zeng, X., Bian, W., Liu, W., Shen, J., Tao, D. (2015). Dictionary Pair Learning on Grassmann Manifolds for Image Denoising. IEEE Transactions on Image Processing, 24(11), 4556-4569. [More Information]
    • Gong, M., Zhang, K., Schölkopf, B., Tao, D., Geiger, P. (2015). Discovering temporal causal relations from subsampled data. 32nd International Conference on Machine Learning (ICML 2015), Lille: International Machine Learning Society.
    • Hou, C., Nie, F., Yi, D., Tao, D. (2015). Discriminative embedded clustering: A framework for grouping high-dimensional data. IEEE Transactions on Neural Networks and Learning Systems, 26(6), 1287-1299. [More Information]
    • Qiao, M., Bian, W., Xu, R., Tao, D. (2015). Diversified Hidden Markov Models for Sequential Labeling. IEEE Transactions On Knowledge And Data Engineering, 27(11), 2947-2960. [More Information]
    • Song, D., Meyer, D., Tao, D. (2015). Efficient latent link recommendation in signed networks. The 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2015), New York: Association for Computing Machinery (ACM). [More Information]
    • Song, D., Liu, W., Zhou, T., Tao, D., Meyer, D. (2015). Efficient Robust Conditional Random Fields. IEEE Transactions on Image Processing, 24(10), 3124-3136. [More Information]
    • Shen, J., Mei, T., Tao, D., Li, X., Rui, Y. (2015). EMIF: Towards a scalable and effective indexing framework for large scale music retrieval. 5th ACM International Conference on Multimedia Retrieval (ICMR 2015), New York: Association for Computing Machinery (ACM). [More Information]
    • Zhang, L., Zhang, Q., Zhang, L., Tao, D., Huang, X., Du, B. (2015). Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding. Pattern Recognition, 48(10), 3102-3112. [More Information]
    • Tian, X., Lu, Y., Stender, N., Yang, L., Tao, D. (2015). Exploration of Image Search Results Quality Assessment. IEEE Transactions on Big Data, 1(3), 95-108. [More Information]
    • Shi, M., Sun, X., Tao, D., Xu, C., Baciu, G., Liu, H. (2015). Exploring spatial correlation for visual object retrieval. ACM Transactions on Intelligent Systems and Technology, 6(2), 1-21. [More Information]
    • Xiao, S., Li, W., Xu, D., Tao, D. (2015). FaLRR: A fast low rank representation solver. The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Yin, G., An, L., Gao, X., Tao, D. (2015). Feature regions based on graph optimization for robust reversible watermarking. 2015 IEEE International Conference on Image Processing (ICIP 2015), Quebec City: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Gong, C., Tao, D., Fu, K., Yang, J. (2015). Fick's Law Assisted Propagation for Semisupervised Learning. IEEE Transactions on Neural Networks and Learning Systems, 26(9), 2148-2162. [More Information]
    • Huang, K., Wang, C., Tao, D. (2015). High-Order Topology Modeling of Visual Words for Image Classification. IEEE Transactions on Image Processing, 24(11), 3598-3608. [More Information]
    • Tian, X., Yang, L., Lu, Y., Tian, Q., Tao, D. (2015). Image search reranking with hierarchical topic awareness. IEEE Transactions on Cybernetics, 45(10), 2177-2189. [More Information]
    • Hong, C., Yu, J., Tao, D., Wang, M. (2015). Image-based three-dimensional human pose recovery by multiview locality-sensitive sparse retrieval. IEEE Transactions On Industrial Electronics, 62(6), 3742-3751. [More Information]
    • Xu, C., Tao, D., Xu, C. (2015). Large-margin multi-label causal feature learning. 29th AAAI Conference on Artificial Intelligence (AAAI 2015), Palo Alto, California, USA: AAAI Press.
    • Xu, C., Tao, D., Li, Y., Xu, C. (2015). Large-margin multi-view Gaussian process. Multimedia Systems, 21, 147-157. [More Information]
    • Zhao, L., Gao, X., Tao, D., Li, X. (2015). Learning a tracking and estimation integrated graphical model for human pose tracking. IEEE Transactions on Neural Networks and Learning Systems, 26(12), 3176-3186. [More Information]
    • Li, Z., Gong, D., Li, X., Tao, D. (2015). Learning compact feature descriptor and adaptive matching framework for face recognition. IEEE Transactions on Image Processing, 24(9), 2736-2745. [More Information]
    • Zhang, K., Tao, D., Gao, X., Li, X., Xiong, Z. (2015). Learning multiple linear mappings for efficient single image super-resolution. IEEE Transactions on Image Processing, 24(3), 846-861. [More Information]
    • Gao, F., Tao, D., Gao, X., Li, X. (2015). Learning to Rank for Blind Image Quality Assessment. IEEE Transactions on Neural Networks and Learning Systems, 26(10), 2275-2290. [More Information]
    • Yu, J., Tao, D., Wang, M., Rui, Y. (2015). Learning to Rank Using User Clicks and Visual Features for Image Retrieval. IEEE Transactions on Cybernetics, 45(4), 767-779. [More Information]
    • Liu, X., Tao, D., Song, M., Zhang, L., Bu, J., Chen, C. (2015). Learning to track multiple targets. IEEE Transactions on Neural Networks and Learning Systems, 26(5), 1060-1073. [More Information]
    • Liu, M., Luo, Y., Tao, D., Xu, C., Wen, Y. (2015). Low-rank multi-view learning in matrix completion for multi-label image classification. 29th AAAI Conference on Artificial Intelligence (AAAI 2015), Austin: AAAI Press.
    • Zhang, Q., Zhang, L., Du, B., Zheng, W., Bian, W., Tao, D. (2015). MMFE: Multitask multiview feature embedding. 15th IEEE International Conference on Data Mining (ICDM 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Hong, Z., Chen, Z., Wang, C., Mei, X., Prokhorov, D., Tao, D. (2015). MUlti-Store Tracker (MUSTer): A cognitive psychology inspired approach to object tracking. The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Li, Y., Tian, X., Liu, T., Tao, D. (2015). Multi-task model and feature joint learning. 24th International Joint Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires: AAAI Press.
    • Ding, C., Xu, C., Tao, D. (2015). Multi-Task Pose-Invariant Face Recognition. IEEE Transactions on Image Processing, 24(3), 980-993. [More Information]
    • Li, Y., Tian, X., Song, M., Tao, D. (2015). Multi-task proximal support vector machine. Pattern Recognition, 48(10), 3249-3257. [More Information]
    • Xu, C., Tao, D., Xu, C. (2015). Multi-View Intact Space Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(12), 2531-2544. [More Information]
    • Xu, C., Tao, D., Xu, C. (2015). Multi-View Learning with Incomplete Views. IEEE Transactions on Image Processing, 24(12), 5812-5825. [More Information]
    • Deng, C., Lv, Z., Liu, W., Huang, J., Tao, D., Gao, X. (2015). Multi-view matrix decomposition: A new scheme for exploring discriminative information. 24th International Joint Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires: AAAI Press.
    • Xu, C., Tao, D., Xu, C. (2015). Multi-view self-paced learning for clustering. 24th International Joint Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires: AAAI Press.
    • He, X., Luo, S., Tao, D., Xu, C., Yang, J., Hasan, M. (2015). MultiMedia Modeling: 21st International Conference, MMM 2015, Sydney, Australia, January 5-7, 2015, Proceedings, Part I (Lecture Notes in Computer Science). Cham: Springer.
    • He, X., Luo, S., Tao, D., Xu, C., Yang, J., Hasan, M. (2015). MultiMedia Modeling: 21st International Conference, MMM 2015, Sydney, Australia, January 5-7, 2015, Proceedings, Part II (Lecture Notes in Computer Science). Springer.
    • Hong, C., Yu, J., Wan, J., Tao, D., Wang, M. (2015). Multimodal Deep Autoencoder for Human Pose Recovery. IEEE Transactions on Image Processing, 24(12), 5659-5670. [More Information]
    • Luo, Y., Liu, T., Tao, D., Xu, C. (2015). Multiview matrix completion for multilabel image classification. IEEE Transactions on Image Processing, 24(8), 2355-2368. [More Information]
    • Lu, Y., Xie, F., Liu, T., Jiang, Z., Tao, D. (2015). No Reference Quality Assessment for Multiply-Distorted Images Based on an Improved Bag-of-Words Model. IEEE Signal Processing Letters, 22(10), 1811-1815. [More Information]
    • Wu, S., Zhang, X., Guan, N., Tao, D., Huang, X., Luo, Z. (2015). Non-negative low-rank and group-sparse matrix factorization. 21st International Conference on MultiMedia Modeling (MMM 2015), Cham: Springer.
    • Dong, Y., Tao, D., Li, X. (2015). Nonnegative multiresolution representation-based texture image classification. ACM Transactions on Intelligent Systems and Technology, 7(1), 1-21. [More Information]
    • Zhang, X., Guan, N., Tao, D., Qiu, X., Luo, Z. (2015). Online Multi-Modal Robust Non-Negative Dictionary Learning for Visual Tracking. PloS One, 10(5), 1-17. [More Information]
    • Xiong, W., Du, B., Zhang, L., Hu, R., Bian, W., Shen, J., Tao, D. (2015). R2FP: Rich and Robust Feature Pooling for Mining Visual Data. 15th IEEE International Conference on Data Mining (ICDM 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Liu, X., Song, M., Tao, D., Liu, Z., Zhang, L., Chen, C., Bu, J. (2015). Random forest construction with robust semisupervised node splitting. IEEE Transactions on Image Processing, 24(1), 471-483. [More Information]
    • Liu, X., Song, M., Tao, D., Bu, J., Chen, C. (2015). Random Geometric Prior Forest for Multiclass Object Segmentation. IEEE Transactions on Image Processing, 24(10), 3060-3070. [More Information]
    • Song, D., Liu, W., Meyer, D., Tao, D., Ji, R. (2015). Rank Preserving Hashing for Rapid Image Search. 2015 Data Compression Conference (DCC 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Beveridge, J., Zhang, H., Draper, B., Flynn, P., Feng, Z., Huber, P., Kittler, J., Tao, D., et al (2015). Report on the FG 2015 Video Person Recognition Evaluation. 11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Liu, L., Tao, D. (2015). Review on recent method of solving lasso problem. Shuju Caiji Yu Chuli / Journal of Data Acquisition and Processing, 30(1), 35-46. [More Information]
    • Ding, C., Tao, D. (2015). Robust Face Recognition via Multimodal Deep Face Representation. IEEE Transactions on Multimedia, 17(11), 2049-2058. [More Information]
    • Mei, X., Hong, Z., Prokhorov, D., Tao, D. (2015). Robust Multitask Multiview Tracking in Videos. IEEE Transactions on Neural Networks and Learning Systems, 26(11), 2874-2890. [More Information]
    • Yang, X., Wang, M., Tao, D. (2015). Robust visual tracking via multi-graph ranking. Neurocomputing, 159(1), 35-43. [More Information]
    • Gong, C., Tao, D., Liu, W., Maybank, S., Fang, M., Fu, K., Yang, J. (2015). Saliency Propagation from Simple to Difficult. The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Li, X., He, H., Wang, R., Tao, D. (2015). Single Image Superresolution via Directional Group Sparsity and Directional Features. IEEE Transactions on Image Processing, 24(9), 2874-2888. [More Information]
    • Cheng, J., Yin, F., Wong, D., Tao, D., Liu, J. (2015). Sparse dissimilarity-constrained coding for glaucoma screening. IEEE Transactions On Biomedical Engineering, 62(5), 1395-1403. [More Information]
    • Liu, H., Liu, T., Wu, J., Tao, D., Fu, Y. (2015). Spectral ensemble clustering. The 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2015), New York: Association for Computing Machinery (ACM). [More Information]
    • Miao, J., Xu, X., Qiu, S., Qing, C., Tao, D. (2015). Temporal Variance Analysis for Action Recognition. IEEE Transactions on Image Processing, 24(12), 5904-5915. [More Information]
    • Luo, Y., Tao, D., Ramamohanarao, K., Xu, C., Wen, Y. (2015). Tensor Canonical Correlation Analysis for Multi-View Dimension Reduction. IEEE Transactions On Knowledge And Data Engineering, 27(11), 3111-3124. [More Information]
    • Dong, Y., Tao, D., Li, X., Ma, J., Pu, J. (2015). Texture classification and retrieval using shearlets and linear regression. IEEE Transactions on Cybernetics, 45(3), 358-369. [More Information]
    • He, X., Luo, S., Tao, D., Xu, C., Yang, J. (2015). The 21st International Conference on MultiMedia Modeling. IEEE MultiMedia Magazine, 22(2), 86-88. [More Information]
    • Kristan, M., Matas, J., Leonardis, A., Felsberg, M., Cehovin, L., Fernandez, G., Vojir, T., Hager, G., Nebehay, G., Pflugfelder, R., et al (2015). The Visual Object Tracking VOT2015 challenge results. 2015 15th IEEE International Conference on Computer Vision Workshops (ICCVW 2015), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhao, L., Gao, X., Tao, D., Li, X. (2015). Tracking Human Pose Using Max-Margin Markov Models. IEEE Transactions on Image Processing, 24(12), 5274-5287. [More Information]
    • Tan, H., Zhang, X., Guan, N., Tao, D., Huang, X., Luo, Z. (2015). Two-dimensional euler PCA for face recognition. 21st International Conference on MultiMedia Modeling (MMM 2015), Cham: Springer.
    • Jiang, X., You, X., Yu, S., Tao, D., Chen, C., Cheung, Y. (2015). Variance constrained partial least squares. Chemometrics and Intelligent Laboratory Systems, 145, 60-71. [More Information]
    • Wang, Y., Song, M., Tao, D., Rui, Y., Bu, J., Tsoi, A., Zhuo, S., Tan, P. (2015). Where2Stand: A human position recommendation system for souvenir photography. ACM Transactions on Intelligent Systems and Technology, 7(1), 1-22. [More Information]

    2014

    • Ding, C., Tao, D. (2014). A comprehensive survey to face hallucination. International Journal of Computer Vision, 106(1), 9-30. [More Information]
    • Wang, S., Wang, N., Tao, D., Zhang, L., Du, B. (2014). A K-L divergence constrained sparse NMF for hyperspectral signal unmixing. 2014 IEEE International Conference on Security, Pattern Analysis, and Cybernetics (SPAC 2014), Danvers: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhu, Z., You, X., Chent, C., Tao, D., Jiang, X., You, F., Zou, J. (2014). A noise-robust adaptive hybrid pattern for texture classification. 22nd International Conference on Pattern Recognition (ICPR 2014), Stockholm: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Wang, B., Gao, X., Tao, D., Li, X. (2014). A nonlinear adaptive level set for image segmentation. IEEE Transactions on Cybernetics, 44(3), 418-428. [More Information]
    • Yu, J., Gao, X., Tao, D., Li, X., Zhang, K. (2014). A unified learning framework for single image super-resolution. IEEE Transactions on Neural Networks and Learning Systems, 25(4), 780-792. [More Information]
    • Fang, M., Yin, J., Tao, D. (2014). Active learning for crowdsourcing using knowledge transfer. 28th AAAI Conference on Artificial Intelligence (AAAI 2014), Quebec City: AAAI Press.
    • Xu, Z., Tao, D., Zhang, Y., Wu, J., Tsoi, A. (2014). Architectural style classification using multinomial latent logistic regression. 13th European Conference on Computer Vision (ECCV 2014), Cham: Springer. [More Information]
    • Bian, W., Tao, D. (2014). Asymptotic generalization bound of fisher's linear discriminant analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(12), 2325-2337. [More Information]
    • Zhao, J., Wu, J., Liu, G., Tao, D., Xu, K., Liu, C. (2014). Being rational or aggressive? A revisit to Dunbar's number in online social networks. Neurocomputing, 142, 343-353. [More Information]
    • Qiao, M., Cheng, J., Bian, W., Tao, D. (2014). Biview learning for human posture segmentation from 3D points cloud. PloS One, 9(1), 1-9. [More Information]
    • Zhang, X., Guan, N., Lan, L., Tao, D., Luo, Z. (2014). Box-constrained projective nonnegative matrix factorization via augmented Lagrangian method. 2014 International Joint Conference on Neural Networks (IJCNN 2014), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Yu, J., Rui, Y., Tao, D. (2014). Click prediction for web image reranking using multimodal sparse coding. IEEE Transactions on Image Processing, 23(5), 2019-2032. [More Information]
    • Li, Z., Gong, D., Qiao, Y., Tao, D. (2014). Common feature discriminant analysis for matching infrared face images to optical face images. IEEE Transactions on Image Processing, 23(6), 2436-2445. [More Information]
    • Shen, H., Li, X., Zhang, L., Tao, D., Zeng, C. (2014). Compressed sensing-based inpainting of aqua moderate resolution imaging spectroradiometer band 6 using adaptive spectrum-weighted sparse bayesian dictionary learning. IEEE Transactions on Geoscience and Remote Sensing, 52(2), 894-906. [More Information]
    • Mao, B., Guan, N., Tao, D., Huang, X., Luo, Z. (2014). Correntropy induced metric based graph regularized non-negative matrix factorization. 2014 IEEE International Conference on Security, Pattern Analysis, and Cybernetics (SPAC 2014), Danvers: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Han, B., Zhao, X., Tao, D., Li, X., Hu, Z., Hu, H. (2014). Dayside aurora classification via BIFs-based sparse representation using manifold learning. International Journal of Computer Mathematics, 91(11), 2415-2426. [More Information]
    • Luo, Y., Liu, T., Tao, D., Xu, C. (2014). Decomposition-based transfer distance metric learning for image classification. IEEE Transactions on Image Processing, 23(9), 3789-3801. [More Information]
    • You, X., Wang, R., Tao, D. (2014). Diverse expected gradient active learning for relative attributes. IEEE Transactions on Image Processing, 23(7), 3203-3217. [More Information]
    • Mu, Y., Ding, W., Lo, H., Tao, D. (2014). Face Recognition from Multiple Images per Subject. 2014 ACM Conference on Multimedia, MM 2014, United States: Association for Computing Machinery, Inc. [More Information]
    • Gui, J., Tao, D., Sun, Z., Luo, Y., You, X., Tang, Y. (2014). Group sparse Multiview patch alignment framework with view consistency for image classification. IEEE Transactions on Image Processing, 23(7), 3126-3137. [More Information]
    • Liu, W., Li, Y., Lin, X., Tao, D., Wang, Y. (2014). Hessian-Regularized Co-Training for Social Activity Recognition. PloS One, 9(9), 1-10. [More Information]
    • Yu, J., Rui, Y., Tang, Y., Tao, D. (2014). High-order distance-based multiview stochastic learning in image classification. IEEE Transactions on Cybernetics, 44(12), 2431-2442. [More Information]
    • Zhang, L., Zhang, L., Tao, D., Huang, X., Du, B. (2014). Hyperspectral remote sensing image subpixel target detection based on supervised metric learning. IEEE Transactions on Geoscience and Remote Sensing, 52(8), 4955-4965. [More Information]
    • Hong, R., Wang, M., Gao, Y., Tao, D., Li, X., Wu, X. (2014). Image annotation by multiple-instance learning with discriminative feature mapping and selection. IEEE Transactions on Cybernetics, 44(5), 669-680. [More Information]
    • Xu, J., Deng, C., Gao, X., Tao, D., Li, X. (2014). Image super-resolution using multi-layer support vector regression. 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Piscataway, USA: IEEE. [More Information]
    • Yang, X., Gao, X., Tao, D., Li, X. (2014). Improving level set method for fast auroral oval segmentation. IEEE Transactions on Image Processing, 23(7), 2854-2865. [More Information]
    • Xu, C., Tao, D., Li, Y., Xu, C. (2014). Large-margin multi-view Gaussian process. Multimedia Systems, 21(2), 147-157. [More Information]
    • Xu, C., Tao, D., Xu, C. (2014). Large-Margin Multi-View Information Bottleneck. IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(8), 1559-1572. [More Information]
    • Xu, C., Tao, D., Xu, C., Rui, Y. (2014). Large-margin weakly supervised dimensionality reduction. 31st International Conference on Machine Learning (ICML 2014), Beijing: International Machine Learning Society.
    • Sun, Y., Liu, Q., Tang, J., Tao, D. (2014). Learning discriminative dictionary for group sparse representation. IEEE Transactions on Image Processing, 23(9), 3816-3828. [More Information]
    • Shao, M., Li, S., Liu, T., Tao, D., Huang, T., Fu, Y. (2014). Learning relative features through adaptive pooling for image classification. 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW 2014), Piscataway, New Jersey: IEEE. [More Information]
    • You, X., Li, Q., Tao, D., Ou, W., Gong, M. (2014). Local metric learning for exemplar-based object detection. IEEE Transactions on Circuits and Systems for Video Technology, 24(8), 1265-1276. [More Information]
    • Bian, W., Zhou, T., Martinez, A., Baciu, G., Tao, D. (2014). Minimizing nearest neighbor classification error for nonparametric dimension reduction. IEEE Transactions on Neural Networks and Learning Systems, 25(8), 1588-1594. [More Information]
    • Zhou, T., Tao, D. (2014). Multi-task Copula by Sparse Graph Regression. 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2014), New York: Association for Computing Machinery (ACM). [More Information]
    • Zuo, Z., Luo, Y., Tao, D., Xu, C. (2014). Multi-view multi-task feature extraction for web image classification. 2014 ACM Conference on Multimedia, MM 2014, United States: Association for Computing Machinery, Inc. [More Information]
    • Wang, M., Tao, D., Huet, B. (2014). Multimedia Modeling. Information Sciences, 281, 521-522. [More Information]
    • Liu, W., Tao, D., Cheng, J., Tang, Y. (2014). Multiview Hessian discriminative sparse coding for image annotation. Computer Vision and Image Understanding, 118, 50-60. [More Information]
    • Fang, M., Tao, D. (2014). Networked bandits with disjoint linear payoffs. 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2014), New York: Association for Computing Machinery (ACM). [More Information]
    • Liu, T., Tao, D. (2014). On the robustness and generalization of Cauchy regression. 2014 4th IEEE International Conference on Information Science and Technology (ICIST 2014), Piscataway: IEEE. [More Information]
    • Ma, L., Yang, X., Tao, D. (2014). Person re-identification over camera networks using multi-task distance metric learning. IEEE Transactions on Image Processing, 23(8), 3656-3670. [More Information]
    • Gong, C., Tao, D., Fu, K., Yang, J. (2014). ReLISH: Reliable Label Inference via Smoothness Hypothesis. 28th AAAI Conference on Artificial Intelligence (AAAI 2014), Quebec City: AAAI Press.
    • Song, M., Tao, D., Sun, S., Chen, C., Maybank, S. (2014). Robust 3D face landmark localization based on local coordinate coding. IEEE Transactions on Image Processing, 23(12), 5108-5122. [More Information]
    • Ou, W., You, X., Tao, D., Zhang, P., Tang, Y., Zhu, Z. (2014). Robust face recognition via occlusion dictionary learning. Pattern Recognition, 47(4), 1559-1572. [More Information]
    • Liu, X., Song, M., Tao, D., Zhou, X., Chen, C., Bu, J. (2014). Semi-Supervised Coupled Dictionary Learning for Person Re-identification. 27th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Los Alamitos, CA: IEEE Computer Society. [More Information]
    • Gong, C., Tao, D., Yang, J., Fu, K. (2014). Signed Laplacian embedding for supervised dimension reduction. 28th AAAI Conference on Artificial Intelligence (AAAI 2014), Quebec City: AAAI Press.
    • Tang, J., Tao, D., Qi, G., Huet, B. (2014). Social media mining and knowledge discovery. Multimedia Systems, 20(6), 633-634. [More Information]
    • Lan, L., Guan, N., Zhang, X., Tao, D., Luo, Z. (2014). Soft-Constrained Nonnegative Matrix Factorization via Normalization. 2014 International Joint Conference on Neural Networks (IJCNN 2014), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhang, L., Zhang, L., Tao, D., Huang, X. (2014). Sparse transfer manifold embedding for hyperspectral target detection. IEEE Transactions on Geoscience and Remote Sensing, 52(2), 1030-1043. [More Information]
    • Shao, L., Zhen, X., Tao, D., Li, X. (2014). Spatio-temporal Laplacian pyramid coding for action recognition. IEEE Transactions on Cybernetics, 44(6), 817-827. [More Information]
    • Cheng, J., Duan, L., Wong, D., Tao, D., Akiba, M., Liu, J. (2014). Speckle reduction in optical coherence tomography by image registration and matrix completion. 17th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, Cham, Switzerland: Springer. [More Information]
    • Ji, R., Gao, Y., Hong, R., Liu, Q., Tao, D., Li, X. (2014). Spectral-spatial constraint hyperspectral image classification. IEEE Transactions on Geoscience and Remote Sensing, 52(3), 1811-1824. [More Information]
    • Hong, Z., Wang, C., Mei, X., Prokhorov, D., Tao, D. (2014). Tracking using multilevel quantizations. The 13th European Conference on Computer Vision (ECCV 2014), Cham: Springer. [More Information]
    • Guan, N., Lan, L., Tao, D., Luo, Z., Yang, X. (2014). Transductive nonnegative matrix factorization for semi-supervised high-performance speech separation. 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Piscataway, USA: IEEE. [More Information]
    • Wang, Y., Tao, D., Li, X., Song, M., Bu, J., Tan, P. (2014). Video tonal stabilization via color states smoothing. IEEE Transactions on Image Processing, 23(11), 4838-4849. [More Information]
    • Deng, C., Ji, R., Tao, D., Gao, X., Li, X. (2014). Weakly supervised multi-graph learning for robust image reranking. IEEE Transactions on Multimedia, 16(3), 785-795. [More Information]
    • Liu, X., Tao, D., Song, M., Ruan, Y., Chen, C., Bu, J. (2014). Weakly Supervised Multiclass Video Segmentation. 27th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Los Alamitos, CA: IEEE Computer Society. [More Information]
    • Liu, X., Tao, D., Song, M., Ruan, Y., Chen, C., Bu, J. (2014). Weakly Supervised Multiclass Video Segmentation. 27th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Los Alamitos, CA: IEEE Computer Society. [More Information]

    2013

    • Li, J., Tao, D. (2013). A Bayesian factorised covariance model for image analysis. 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), Palo Alto: AAAI Press.
    • Li, J., Tao, D. (2013). A Bayesian Hierarchical Factorization Model for Vector Fields. IEEE Transactions on Image Processing, 22(11), 4510-4521. [More Information]
    • Wang, B., Gao, X., Li, J., Li, X., Tao, D. (2013). A level set with shape priors using moment-based alignment and locality preserving projections. 4th International Conference on Intelligence Science and Big Data Engineering (IScIDE 2013), Heidelberg: Springer. [More Information]
    • Zhang, L., Zhang, L., Tao, D., Huang, X. (2013). A modified stochastic neighbor embedding for multi-feature dimension reduction of remote sensing images. ISPRS Journal of Photogrammetry and Remote Sensing, 83, 30-39. [More Information]
    • Peng, B., Wu, J., Yuan, H., Guo, Q., Tao, D. (2013). ANEEC: A quasi-automatic system for massive named entity extraction and categorization. The Computer Journal, 56(11), 1328-1346. [More Information]
    • Xiao, B., Gao, X., Tao, D., Li, X. (2013). Biview face recognition in the shape-texture domain. Pattern Recognition, 46(7), 1906-1919. [More Information]
    • Mu, Y., Zhou, T., Ding, W., Tao, D. (2013). Constrained Stochastic Gradient Descent for Large-scale Least Squares Problem. 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2013), New York: ACM.
    • Guan, N., Zhang, X., Luo, Z., Tao, D., Yang, X. (2013). Discriminant projective non-negative matrix factorization. PloS One, 8(12), 1-12. [More Information]
    • Zhou, T., Bian, W., Tao, D. (2013). Divide-and-Conquer Anchoring for Near-separable Nonnegative Matrix Factorization and Completion in High Dimensions. IEEE 13th International Conference on Data Mining (ICDM 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhou, T., Tao, D. (2013). Double shrinking sparse dimension reduction. IEEE Transactions on Image Processing, 22(1), 244-257. [More Information]
    • Shen, H., Tao, D., Ma, D. (2013). Dual-Force ISOMAP: A New Relevance Feedback Method for Medical Image Retrieval. PloS One, 8(12), 1-14. [More Information]
    • Zhen, X., Shao, L., Tao, D., Li, X. (2013). Embedding motion and structure features for action recognition. IEEE Transactions on Circuits and Systems for Video Technology, 23(7), 1182-1190. [More Information]
    • Li, J., Tao, D. (2013). Exponential family factors for bayesian factor analysis. IEEE Transactions on Neural Networks and Learning Systems, 24(6), 964-976. [More Information]
    • Pan, Z., You, X., Chen, H., Tao, D., Pang, B. (2013). Generalization performance of magnitude-preserving semi-supervised ranking with graph-based regularization. Information Sciences, 221, 284-296. [More Information]
    • Wang, X., Bian, W., Tao, D. (2013). Grassmannian regularized structured multi-view embedding for image classification. IEEE Transactions on Image Processing, 22(7), 2646-2660. [More Information]
    • Zhou, T., Tao, D. (2013). Greedy bilateral sketch, completion & smoothing. 16th International Conference on Artificial Intelligence and Statistics (AISTATS 2013), Scottsdale: Association for Computing Machinery (ACM).
    • Wang, N., Li, J., Tao, D., Li, X., Gao, X. (2013). Heterogeneous image transformation. Pattern Recognition Letters, 34(1), 77-84. [More Information]
    • Du, B., Wang, N., Zhang, L., Tao, D. (2013). Hyperspectral medical images unmixing for cancer screening based on rotational independent component analysis. 4th International Conference on Intelligence Science and Big Data Engineering (IScIDE 2013), Heidelberg: Springer. [More Information]
    • Zhang, K., Gao, X., Tao, D., Li, X. (2013). Image super-resolution via non-local steering kernel regression regularization. 2013 20th IEEE International Conference on Image Processing (ICIP 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Song, M., Tao, D., Sun, S., Chen, C., Bu, J. (2013). Joint sparse learning for 3-D facial expression generation. IEEE Transactions on Image Processing, 22(8), 3283-3295. [More Information]
    • Zhou, T., Tao, D. (2013). K-bit Hamming compressed sensing. 2013 IEEE International Symposium on Information Theory (ISIT 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Xu, C., Tao, D., Li, Y., Xu, C. (2013). Large-margin multi-view Gaussian process for image classification. 5th International Conference on Internet Multimedia Computing and Service (ICIMCS 2013), New York: Association for Computing Machinery (ACM). [More Information]
    • Li, J., Bian, W., Tao, D., Zhang, C. (2013). Learning colours from textures by sparse manifold embedding. Signal Processing, 93(6), 1485-1495. [More Information]
    • Peng, H., Deng, C., An, L., Gao, X., Tao, D. (2013). Learning to multimodal hash for robust video copy detection. 2013 20th IEEE International Conference on Image Processing (ICIP 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Liu, T., Sachdev, P., Lipnicki, D., Jiang, J., Geng, G., Zhu, W., Reppermund, S., Tao, D., Trollor, J., Brodaty, H., et al (2013). Limited relationships between two-year changes in sulcal morphology and other common neuroimaging indices in the elderly. NeuroImage, 83, 12-17. [More Information]
    • Guan, N., Wei, L., Luo, Z., Tao, D. (2013). Limited-Memory Fast Gradient Descent Method for Graph Regularized Nonnegative Matrix Factorization. PloS One, 8(10), 1-10. [More Information]
    • Mu, Y., Ding, W., Tao, D. (2013). Local discriminative distance metrics ensemble learning. Pattern Recognition, 46(8), 2337-2349. [More Information]
    • Cheng, J., Bian, W., Tao, D. (2013). Locally regularized sliced inverse regression based 3D hand gesture recognition on a dance robot. Information Sciences, 221, 274-283. [More Information]
    • Tao, D., Wang, D., Murtagh, F. (2013). Machine learning in intelligent image processing. Signal Processing, 93(6), 1399-1400. [More Information]
    • Luo, Y., Tao, D., Geng, B., Xu, C., Maybank, S. (2013). Manifold regularized multitask learning for semi-supervised multilabel image classification. IEEE Transactions on Image Processing, 22(2), 523-536. [More Information]
    • Yu, J., Tao, D. (2013). Modern Machine Learning Techniques and Their Applications in Cartoon Animation Research. New Jersey: John Wiley & Sons. [More Information]
    • Zhao, H., Cheng, J., Jiang, J., Tao, D. (2013). Multiple instance learning via distance metric optimization. 2013 20th IEEE International Conference on Image Processing (ICIP 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Liu, W., Tao, D. (2013). Multiview hessian regularization for image annotation. IEEE Transactions on Image Processing, 22(7), 2676-2687. [More Information]
    • Shen, H., Tao, D., Ma, D. (2013). Multiview locally linear embedding for effective medical image retrieval. PloS One, 8(12), 1-21. [More Information]
    • Luo, Y., Tao, D., Xu, C., Xu, C., Liu, H., Wen, Y. (2013). Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification. IEEE Transactions on Neural Networks and Learning Systems, 24(5), 709-722. [More Information]
    • Zhang, L., Zhang, L., Tao, D., Huang, X., Du, B. (2013). Nonnegative discriminative manifold learning for hyperspectral data dimension reduction. 4th International Conference on Intelligence Science and Big Data Engineering (IScIDE 2013), Heidelberg: Springer. [More Information]
    • Wei, L., Guan, N., Zhang, X., Luo, Z., Tao, D. (2013). Orthogonal nonnegative locally linear embedding. 2013 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Yu, J., Tao, D., Rui, Y., Cheng, J. (2013). Pairwise constraints based multiview features fusion for scene classification. Pattern Recognition, 46(2), 483-496. [More Information]
    • Luo, Y., Tao, D., Xu, C. (2013). Patch alignment for graph embedding. In Yun Fu and Yunqian Ma (Eds.), Graph Embedding for Pattern Analysis, (pp. 73-118). New York: Springer. [More Information]
    • Zhang, C., Tao, D. (2013). Risk Bounds of Learning Processes for Levy Processes. Journal of Machine Learning Research, 14(1), 351-376.
    • Zhang, T., Ji, R., Liu, W., Tao, D., Hua, G. (2013). Semi-supervised learning with manifold fitted graphs. 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), Palo Alto: AAAI Press.
    • Liu, X., Song, M., Tao, D., Liu, Z., Zhang, L., Chen, C., Bu, J. (2013). Semi-supervised Node Splitting for Random Forest Construction. 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zhou, T., Tao, D. (2013). Shifted subspaces tracking on sparse outlier for motion segmentation. 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), Palo Alto: AAAI Press.
    • Li, J., Tao, D. (2013). Simple exponential family PCA. IEEE Transactions on Neural Networks and Learning Systems, 24(3), 485-497. [More Information]
    • Zhang, K., Gao, X., Tao, D., Li, X. (2013). Single image super-resolution with multiscale similarity learning. IEEE Transactions on Neural Networks and Learning Systems, 24(10), 1648-1659. [More Information]
    • Zhang, C., Tao, D. (2013). Structure of indicator function classes with finite vapnik-chervonenkis dimensions. IEEE Transactions on Neural Networks and Learning Systems, 24(7), 1156-1160. [More Information]
    • Cheng, J., Liu, J., Tao, D., Yin, F., Wong, D., Xu, Y., Wong, T. (2013). Superpixel classification based optic cup segmentation. 16th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2013), Heidelberg: Springer. [More Information]
    • Cheng, J., Liu, J., Xu, Y., Yin, F., Wong, D., Tan, N., Tao, D., Cheng, C., Aung, T., Wong, T. (2013). Superpixel classification based optic disc and optic cup segmentation for glaucoma screening. IEEE Transactions on Medical Imaging, 32(6), 1019-1032. [More Information]
    • Wu, F., Tan, X., Yang, Y., Tao, D., Tang, S., Zhuang, Y. (2013). Supervised nonnegative tensor factorization with Maximum-Margin Constraint. 27th AAAI Conference on Artificial Intelligence (AAAI 2013), Bellevue: AAAI Press.
    • Zhang, L., Zhang, L., Tao, D., Huang, X. (2013). Tensor discriminative locality alignment for hyperspectral image spectral-spatial feature extraction. IEEE Transactions on Geoscience and Remote Sensing, 51(1), 242-256. [More Information]
    • Günther, M., Costa-Pazo, A., Ding, C., Boutellaa, E., Chiachia, G., Zhang, H., De Assis Angeloni, M., Štruc, V., Khoury, E., Vazquez-Fernandez, E., et al (2013). The 2013 face recognition evaluation in mobile environment. 6th IAPR International Conference on Biometrics (ICB 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Hong, Z., Mei, X., Prokhorov, D., Tao, D. (2013). Tracking via Robust Multi-Task Multi-View Joint Sparse Representation. 2013 IEEE International Conference on Computer Vision (ICCV 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Wang, N., Tao, D., Gao, X., Li, X., Li, J. (2013). Transductive face sketch-photo synthesis. IEEE Transactions on Neural Networks and Learning Systems, 24(9), 1364-1376. [More Information]
    • Gao, X., Gao, F., Tao, D., Li, X. (2013). Universal blind image quality assessment metrics via natural scene statistics and multiple kernel learning. IEEE Transactions on Neural Networks and Learning Systems, 24(12), 2013-2026. [More Information]
    • Du, B., Zhang, L., Tao, D., Zhang, D. (2013). Unsupervised transfer learning for target detection from hyperspectral images. Neurocomputing, 120, 72-82. [More Information]
    • Luo, Y., Tao, D., Xu, C., Li, D., Xu, C. (2013). Vector-valued multi-view semi-supervised learning for multi-label image classification. 27th AAAI Conference on Artificial Intelligence (AAAI 2013), Bellevue: AAAI Press.
    • Deng, C., Ji, R., Liu, W., Tao, D., Gao, X. (2013). Visual reranking through weakly supervised multi-graph learning. 2013 IEEE International Conference on Computer Vision (ICCV 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Hou, W., Gao, X., Tao, D., Li, X. (2013). Visual saliency detection using information divergence. Pattern Recognition, 46(10), 2658-2669. [More Information]
    • Shi, M., Xu, R., Tao, D., Xu, C. (2013). W-Tree Indexing for Fast Visual Word Generation. IEEE Transactions on Image Processing, 22(3), 1209-1222. [More Information]

    2012

    • Zhou, T., Tao, D. (2012). 1-bit Hamming compressed sensing. 2012 IEEE International Symposium on Information Theory (ISIT 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Gao, Y., Wang, M., Tao, D., Ji, R., Dai, Q. (2012). 3-D object retrieval and recognition with hypergraph analysis. IEEE Transactions on Image Processing, 21(9), 4290-4303. [More Information]
    • Han, B., Li, X., Gao, X., Tao, D. (2012). A biological inspired features based saliency map. 2012 International Conference on Computing, Networking and Communications, ICNC'12, Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Zheng, S., Huang, K., Tan, T., Tao, D. (2012). A cascade fusion scheme for gait and cumulative foot pressure image recognition. Pattern Recognition, 45(10), 3603-3610. [More Information]
    • Li, J., Tao, D., Li, X. (2012). A probabilistic model for image representation via multiple patterns. Pattern Recognition, 45(11), 4044-4053. [More Information]
    • Du, B., Zhang, L., Tao, D., Wang, N., Chen, T. (2012). A spectral dissimilarity constrained nonnegative matrix factorization based cancer screening algorithm from hyperspectral fluorescence images. 2012 International Conference on Computerized Healthcare, ICCH 2012, China: IEEE Computer Society. [More Information]
    • Yu, J., Tao, D., Wang, M. (2012). Adaptive hypergraph learning and its application in image classification. IEEE Transactions on Image Processing, 21(7), 3262-3272. [More Information]
    • Liu, X., Song, M., Zhao, Q., Tao, D., Chen, C., Bu, J. (2012). Attribute-restricted latent topic model for person re-identification. Pattern Recognition, 45(12), 4204-4213. [More Information]
    • Zhou, T., Tao, D. (2012). Bilateral Random Projections. 2012 IEEE International Symposium on Information Theory (ISIT 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Chen, D., Cheng, J., Tao, D. (2012). Clustering-based discriminative locality alignment for face gender recognition. 25th IEEE/RSJ International Conference on Robotics and Intelligent Systems (IROS 2012), Piscataway: IEEE. [More Information]
    • Jiang, J., Cheng, J., Tao, D. (2012). Color biological features-based solder paste defects detection and classification on printed circuit boards. IEEE Transactions on Components, Packaging and Manufacturing Technology, 2(9), 1536-1544. [More Information]
    • He, L., Wang, D., Li, X., Tao, D., Gao, X., Gao, F. (2012). Color Fractal Structure Model for Reduced-Reference Colorful Image Quality Assessment. 19th International Conference on Neural Information Processing (ICONIP 2012), Berlin: Springer. [More Information]
    • Zhou, T., Tao, D., Wu, X. (2012). Compressed labeling on distilled labelsets for multi-iabel learning. Machine Learning, 88(1-Feb), 69-126. [More Information]
    • Bian, W., Tao, D. (2012). Constrained empirical risk minimization framework for distance metric learning. IEEE Transactions on Neural Networks and Learning Systems, 23(8), 1194-1205. [More Information]
    • An, L., Gao, X., Yuan, Y., Tao, D., Deng, C., Ji, F. (2012). Content-adaptive reliable robust lossless data embedding. Neurocomputing, 79, 1-11. [More Information]
    • Bian, W., Xie, B., Tao, D. (2012). CorrLog: Correlated logistic models for joint prediction of multiple labels. 15th International Conference on Artificial Intelligence and Statistics (AISTATS 2012), La Palma: Microtome Publishing.
    • Liu, T., Lipnicki, D., Zhu, W., Tao, D., Zhang, C., Cui, Y., Jin, J., Sachdev, P., Wen, W. (2012). Cortical gyrification and sulcal spans in early stage Alzheimer's disease. PloS One, 7(2), 1-5. [More Information]
    • Bian, W., Tao, D., Rui, Y. (2012). Cross-domain human action recognition. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 42(2), 298-307. [More Information]
    • Li, Y., Geng, B., Tao, D., Zha, Z., Yang, L., Xu, C. (2012). Difficulty guided image retrieval using linear multiple feature embedding. IEEE Transactions on Multimedia, 14(6), 1618-1630. [More Information]
    • Zhang, C., Bian, W., Tao, D., Lin, W. (2012). Discretized-vapnik-chervonenkis dimension for analyzing complexity of real function classes. IEEE Transactions on Neural Networks and Learning Systems, 23(9), 1461-1472. [More Information]
    • Hong, Z., Mei, X., Tao, D. (2012). Dual-force metric learning for robust distracter-resistant tracker. 12th European Conference on Computer Vision (ECCV 2012), Cham: Springer Verlag. [More Information]
    • Geng, B., Tao, D., Xu, C., Yang, L., Hua, X. (2012). Ensemble manifold regularization. IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(6), 1227-1233. [More Information]
    • Shi, M., Sun, X., Tao, D., Xu, C. (2012). Exploiting Visual Word Co-occurrence for Image Retrieval. 20th ACM International Conference on Multimedia, MM'12, New York: Association for Computing Machinery (ACM). [More Information]
    • Gao, X., Wang, N., Tao, D., Li, X. (2012). Face sketch-photo synthesis and retrieval using sparse representation. IEEE Transactions on Circuits and Systems for Video Technology, 22(8), 1213-1226. [More Information]
    • Cheng, J., Xie, C., Bian, W., Tao, D. (2012). Feature fusion for 3D hand gesture recognition by learning a shared hidden space. Pattern Recognition Letters, 33(4), 476-484. [More Information]
    • Zhang, C., Tao, D. (2012). Generalization bounds of ERM-based learning processes for continuous-time markov chains. IEEE Transactions on Neural Networks and Learning Systems, 23(12), 1872-1883. [More Information]
    • Yu, J., Bian, W., Song, M., Cheng, J., Tao, D. (2012). Graph based transductive learning for cartoon correspondence construction. Neurocomputing, 79, 105-114. [More Information]
    • Wu, Z., Wu, J., Cao, J., Tao, D. (2012). HySAD: A semi-supervised hybrid shilling attack detector for trustworthy product recommendation. 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2012, USA: ACM. [More Information]
    • Gao, X., Zhang, K., Tao, D., Li, X. (2012). Image super-resolution with sparse neighbor embedding. IEEE Transactions on Image Processing, 21(7), 3194-3205. [More Information]
    • Yu, J., Cheng, J., Tao, D. (2012). Interactive cartoon reusing by transfer learning. Signal Processing, 92(9), 2147-2158. [More Information]
    • Gao, X., Zhang, K., Tao, D., Li, X. (2012). Joint learning for single-image super-resolution via a coupled constraint. IEEE Transactions on Image Processing, 21(2), 469-480. [More Information]
    • Liu, X., Song, M., Zhang, L., Wang, S., Bu, J., Chen, C., Tao, D. (2012). Joint shot boundary detection and key frame extraction. 21st International Conference on Pattern Recognition (ICPR 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers.
    • Zhou, T., Tao, D. (2012). Labelset anchored subspace ensemble (LASE) for multi-label annotation. 2nd ACM International Conference on Multimedia Retrieval (ICMR 2012), New York: ACM. [More Information]
    • Wang, S., Zhao, Q., Song, M., Bu, J., Chen, C., Tao, D. (2012). Learning visual saliency based on object's relative relationship. 19th International Conference on Neural Information Processing (ICONIP 2012), Berlin: Springer. [More Information]
    • Gao, F., Tao, D., Li, X., Gao, X., He, L. (2012). Local structure divergence index for image quality assessment. 19th International Conference on Neural Information Processing (ICONIP 2012), Berlin: Springer. [More Information]
    • Zhou, T., Tao, D. (2012). Multi-label subspace ensemble. 15th International Conference on Artificial Intelligence and Statistics (AISTATS 2012), La Palma: Microtome Publishing.
    • Zhang, K., Gao, X., Tao, D., Li, X. (2012). Multi-scale dictionary for single image super-resolution. 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012), Providence: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Wang, M., Li, H., Tao, D., Lu, K., Wu, X. (2012). Multimodal graph-based reranking for web image search. IEEE Transactions on Image Processing, 21(11), 4649-4661. [More Information]
    • Su, Y., Gao, X., Li, X., Tao, D. (2012). Multivariate multilinear regression. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 42(6), 1560-1573. [More Information]
    • Guan, N., Tao, D., Luo, Z., Yuan, B. (2012). NeNMF: An optimal gradient method for nonnegative matrix factorization. IEEE Transactions on Signal Processing, 60(6), 2882-2898. [More Information]
    • Yu, J., Liu, D., Tao, D., Seah, H. (2012). On Combining Multiple Features for Cartoon Character Retrieval and Clip Synthesis. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 42(5), 1413-1427. [More Information]
    • Zhang, L., Zhang, L., Tao, D., Huang, X. (2012). On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 50(3), 879-893. [More Information]
    • Li, J., Tao, D. (2012). On preserving original variables in Bayesian PCA with application to image analysis. IEEE Transactions on Image Processing, 21(12), 4830-4843. [More Information]
    • Guan, N., Tao, D., Luo, Z., Yuan, B. (2012). Online nonnegative matrix factorization with robust stochastic approximation. IEEE Transactions on Neural Networks and Learning Systems, 23(7), 1087-1099. [More Information]
    • Geng, B., Li, Y., Tao, D., Wang, M., Zha, Z., Xu, C. (2012). Parallel lasso for large-scale video concept detection. IEEE Transactions on Multimedia, 14(1), 55-65. [More Information]
    • Huang, Q., Tao, D., Li, X., Liew, A. (2012). Parallelized evolutionary learning for detection of biclusters in gene expression data. IEEE - ACM Transactions on Computational Biology and Bioinformatics, 9(2), 560-570. [More Information]
    • Liu, X., Song, M., Zhang, L., Tao, D., Bu, J., Chen, C. (2012). Pedestrian detection using a mixture mask model. 2012 9th IEEE International Conference on Networking, Sensing and Control (ICNSC 2012), Beijing: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Cheng, J., Tao, D., Liu, J., Wong, D., Tan, N., Wong, T., Saw, S. (2012). Peripapillary atrophy detection by sparse biologically inspired feature manifold. IEEE Transactions on Medical Imaging, 31(12), 2355-2365. [More Information]
    • Song, M., Tao, D., Chen, C., Bu, J., Luo, J., Zhang, C. (2012). Probabilistic exposure fusion. IEEE Transactions on Image Processing, 21(1), 341-357. [More Information]
    • An, L., Gao, X., Yuan, Y., Tao, D. (2012). Robust lossless data hiding using clustering and statistical quantity histogram. Neurocomputing, 77(1), 1-11. [More Information]
    • An, L., Gao, X., Li, X., Tao, D., Deng, C., Li, J. (2012). Robust Reversible Watermarking via Clustering and Enhanced Pixel-Wise Masking. IEEE Transactions on Image Processing, 21(8), 3598-3611. [More Information]
    • Li, J., Tao, D. (2012). Sampling normal distribution restricted on multiple regions. The 19th International Conference on Neural Information Processing (ICONIP 2012), Heidelberg: Springer. [More Information]
    • Zhang, Z., Cheng, J., Li, J., Bian, W., Tao, D. (2012). Segment-based features for time series classification. The Computer Journal, 55(9), 1088-1102. [More Information]
    • Tang, J., Zha, Z., Tao, D., Chua, T. (2012). Semantic-gap-oriented active learning for multilabel image annotation. IEEE Transactions on Image Processing, 21(4), 2354-2360. [More Information]
    • Yu, J., Wang, M., Tao, D. (2012). Semisupervised multiview distance metric learning for cartoon synthesis. IEEE Transactions on Image Processing, 21(11), 4636-4648. [More Information]
    • Zhang, K., Gao, X., Tao, D., Li, X. (2012). Single image super-resolution with non-local means and steering kernel regression. IEEE Transactions on Image Processing, 21(11), 4544-4556. [More Information]
    • Zhang, Z., Tao, D. (2012). Slow feature analysis for human action recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(3), 436-450. [More Information]
    • Si, S., Tao, D., Wang, M., Chan, K. (2012). Social image annotation via cross-domain subspace learning. Multimedia Tools and Applications, 56(1), 91-108. [More Information]
    • He, L., Tao, D., Li, X., Gao, X. (2012). Sparse representation for blind image quality assessment. 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012), Providence: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Tian, X., Tao, D., Rui, Y. (2012). Sparse Transfer Learning for Interactive Video Search Reranking. ACM Transactions on Multimedia Computing, Communications and Applications, 8(3), 1-19. [More Information]
    • Han, Y., Wu, F., Tao, D., Shao, J., Zhuang, Y., Jiang, J. (2012). Sparse unsupervised dimensionality reduction for multiple view data. IEEE Transactions on Circuits and Systems for Video Technology, 22(10), 1485-1496. [More Information]
    • Zhang, L., Song, M., Sun, L., Liu, X., Wang, Y., Tao, D., Bu, J., Chen, C. (2012). Spatial graphlet matching kernel for recognizing aerial image categories. 21st International Conference on Pattern Recognition (ICPR 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers.
    • Song, M., Tao, D., Huang, X., Chen, C., Bu, J. (2012). Three-dimensional face reconstruction from a single image by a coupled RBF network. IEEE Transactions on Image Processing, 21(5), 2887-2897. [More Information]
    • Yu, J., Cheng, J., Wang, J., Tao, D. (2012). Transductive Cartoon Retrieval by Multiple Hypergraph Learning. 19th International Conference on Neural Information Processing (ICONIP 2012), Berlin: Springer. [More Information]
    • Zhang, K., Mu, G., Yuan, Y., Gao, X., Tao, D. (2012). Video super-resolution with 3D adaptive normalized convolution. Neurocomputing, 94, 140-151. [More Information]
    • Deng, X., Shen, Y., Song, M., Tao, D., Bu, J., Chen, C. (2012). Video-based non-uniform object motion blur estimation and deblurring. Neurocomputing, 86, 170-178. [More Information]

    2011

    • Zhou, T., Tao, D. (2011). 1-bit Compressed Quantization. 25th Annual Conference on Neural Information Processing System (NIPS), workshop on Sparse Representation and Low-rank Approximation, Granada, Spain: Neural Information Processing Systems Foundation, Inc.
    • Cheng, J., Qiao, M., Bian, W., Tao, D. (2011). 3D human posture segmentation by spectral clustering with surface normal constraint. Signal Processing, 91(9), 2204-2212.
    • Zhang, L., Zhang, L., Tao, D., Huang, X. (2011). A multifeature tensor for remote-sensing target recognition. IEEE Geoscience and Remote Sensing Letters, 8(2), 374-378.
    • He, L., Lu, W., Gao, X., Tao, D., Li, X. (2011). A novel metric based on MCA for image quality. International Journal of Wavelets Multiresolution and Information Processing, 9(5), 743-757.
    • Li, J., Tao, D. (2011). A probabilistic model for discovering high level brain activities from fMRI. 18th International Conference on Neural Information Processing (ICONIP 2011), Cham: Springer Verlag. [More Information]
    • Gao, X., Wang, B., Tao, D., Li, X. (2011). A relay level set method for automatic image segmentation. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 41(2), 518-525.
    • Gao, X., Wang, B., Tao, D., Li, X. (2011). A unified tensor level set method for image segmentation. Studies in Computational Intelligence, 346, 217-238.
    • Gao, X., Fu, R., Li, X., Tao, D., Zhang, B., Yang, H. (2011). Aurora image segmentation by combining patch and texture thresholding. Computer Vision and Image Understanding, 115(3), 390-402.
    • Huang, K., Tao, D., Yuan, Y., Li, X., Tan, T. (2011). Biologically inspired features for scene classification in video surveillance. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 41(1), 307-313.
    • Mu, Y., Ding, W., Tao, D., Stepinski, T. (2011). Biologically inspired model for crater detection. 2011 International Joint Conference on Neural Networks (IJCNN 2011), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Yu, J., Liu, D., Tao, D., Seah, H. (2011). Complex object correspondence construction in two-dimensional animation. IEEE Transactions on Image Processing, 20(11), 3257-3269.
    • Geng, B., Tao, D., Xu, C. (2011). DAML: Domain adaptation metric learning. IEEE Transactions on Image Processing, 20(10), 2980-2989.
    • Zhou, Z., Bu, J., Tao, D., Zhang, L., Song, M., Chen, C. (2011). Describing human identity using attributes. 18th International Conference on Neural Information Processing - ICONIP 2011, Berlin: Springer. [More Information]
    • Li, Y., Geng, B., Zha, Z., Tao, D., Yang, L., Xu, C. (2011). Difficulty Guided Image Retrieval using Linear Multiview Embedding. 19th ACM International Conference on Multimedia ACM Multimedia 2011 (MM 2011), New York: Association for Computing Machinery (ACM). [More Information]
    • Si, S., Liu, W., Tao, D., Chan, K. (2011). Distribution calibration in Riemannian symmetric space. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 41(4), 921-930.
    • Mu, Y., Ding, W., Morabito, M., Tao, D. (2011). Empirical Discriminative Tensor Analysis for Crime Forecasting. 5th International Conference on Knowledge Science, Engineering and Management, KSEM 2011, USA: Springer. [More Information]
    • Huang, Y., Huang, K., Tao, D., Tan, T., Li, X. (2011). Enhanced biologically inspired model for object recognition. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 41(6), 1668-1680.
    • Huang, Q., Tao, D., Li, X., Jin, L., Wei, G. (2011). Exploiting local coherent patterns for unsupervised feature ranking. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 41(6), 1471-1482. [More Information]
    • Zhang, J., Wang, N., Gao, X., Tao, D., Li, X. (2011). Face sketch-photo synthesis based on support vector regression. 2011 18th IEEE International Conference on Image Processing (ICIP 2011), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Wang, N., Gao, X., Tao, D., Li, X. (2011). Face sketch-photo synthesis under multi-dictionary sparse representation framework. 6th International Conference on Image and Graphics (ICIG 2011), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Sha, T., Song, M., Bu, J., Chen, C., Tao, D. (2011). Feature level analysis for 3D facial expression recognition. Neurocomputing, 74(Dec-13), 2135-2141.
    • Zhang, L., Song, M., Bian, W., Tao, D., Liu, X., Bu, J., Chen, C. (2011). Feature relationships hypergraph for multimodal recognition. 18th International Conference on Neural Information Processing (ICONIP 2011), Cham: Springer Verlag. [More Information]
    • Cheng, J., Tao, D., Liu, J., Wong, D., Lee, B., Baskaran, M., Wong, T., Aung, T. (2011). Focal biologically inspired feature for glaucoma type classification. 14th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2011), Berlin: Springer. [More Information]
    • Zhang, C., Tao, D. (2011). Generalization bound for infinitely divisible empirical process. 14th International Conference on Artificial Intelligence and Statistics (AISTATS 2011), Fort Lauderdale: Microtome Publishing.
    • Zhou, T., Tao, D. (2011). GoDec: Randomized low-rank & sparse matrix decomposition in noisy case. 28th International Conference on Machine Learning (ICML 2011), Bellevue: International Machine Learning Society.
    • He, L., Gao, X., Lu, W., Li, X., Tao, D. (2011). Image quality assessment based on S-CIELAB model. Signal, Image and Video Processing, 5(3), 283-290. [More Information]
    • Zhang, L., Bian, W., Song, M., Tao, D., Liu, X. (2011). Integrating local features into discriminative graphlets for scene classification. 18th International Conference on Neural Information Processing - ICONIP 2011, Berlin: Springer. [More Information]
    • Zhou, Z., Song, M., Zhang, L., Tao, D., Bu, J., Chen, C. (2011). KPose: A new representation for action recognition. 10th Asian Conference on Computer Vision (ACCV 2010), Germany: Springer-Verlag Berlin Heidelberg. [More Information]
    • Bian, W., Tao, D. (2011). Learning a Distance Metric by Empirical Loss Minimization. 22nd International Joint Conference on Artificial Intelligence, Menlo Park, California, USA: AAAI Press. [More Information]
    • Li, J., Bian, W., Tao, D., Zhang, C. (2011). Learning colours from textures by sparse manifold embedding. 24th Australasian Joint Conference on Artificial Intelligence (AI 2011), Cham: Springer Verlag. [More Information]
    • Gao, X., An, L., Yuan, Y., Tao, D., Li, X. (2011). Lossless data embedding using generalized statistical quantity histogram. IEEE Transactions on Circuits and Systems for Video Technology, 21(8), 1061-1070. [More Information]
    • Xie, B., Mu, Y., Tao, D., Huang, K. (2011). m-SNE: Multiview Stochastic Neighbor Embedding. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 41(4), 1088-1096. [More Information]
    • Wang, Y., Tao, D., Gao, X., Li, X., Wang, B. (2011). Mammographic mass segmentation: Embedding multiple features in vector-valued level set in ambiguous regions. Pattern Recognition, 44(9), 1903-1915. [More Information]
    • Zhou, T., Tao, D., Wu, X. (2011). Manifold elastic net: A unified framework for sparse dimension reduction. Data Mining and Knowledge Discovery, 22(3), 340-371. [More Information]
    • Guan, N., Tao, D., Luo, Z., Yuan, B. (2011). Manifold regularized discriminative nonnegative matrix factorization with fast gradient descent. IEEE Transactions on Image Processing, 20(7), 2030-2048. [More Information]
    • Bian, W., Tao, D. (2011). Max-min distance analysis by using sequential SDP relaxation for dimension reduction. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(5), 1037-1050. [More Information]
    • Gao, X., Chen, J., Tao, D., Li, X. (2011). Multi-Sensor Centralized Fusion without Measurement Noise Covariance by Variational Bayesian Approximation. IEEE Transactions on Aerospace and Electronic Systems, 47(1), 718-727. [More Information]
    • Zheng, S., Xie, B., Huang, K., Tao, D. (2011). Multi-view pedestrian recognition using shared dictionary learning with group sparsity. 18th International Conference on Neural Information Processing - ICONIP 2011, Berlin: Springer. [More Information]
    • Xie, B., Bian, W., Tao, D., Chordia, P. (2011). Music tagging with regularized logistic regression. 12th International Society for Music Information Retrieval Conference (ISMIR 2011), Miami: International Society for Music Information Retrieval.
    • Gao, X., Niu, Z., Tao, D., Li, X. (2011). Non-goal scene analysis for soccer video. Neurocomputing, 74(4), 540-548. [More Information]
    • Guan, N., Tao, D., Luo, Z., Yuan, B. (2011). Non-negative Patch Alignment Framework. IEEE Transactions on Neural Networks, 22(8), 1218-1230. [More Information]
    • Wang, S., Song, M., Tao, D., Zhang, L., Bu, J., Chen, C. (2011). Opponent and feedback: Visual attention captured. 18th International Conference on Neural Information Processing - ICONIP 2011, Berlin: Springer. [More Information]
    • Zhang, K., Gao, X., Li, X., Tao, D. (2011). Partially Supervised Neighbor Embedding for Example-Based Image Super-Resolution. IEEE Journal on Selected Topics in Signal Processing, 5(2), 230-239. [More Information]
    • Li, Y., Luo, Y., Tao, D., Xu, C. (2011). Query difficulty guided image retrieval system. 17th International Multimedia Modeling Conference (MMM 2011), Berlin: Springer. [More Information]
    • Li, Y., Geng, B., Zha, Z., Li, Y., Tao, D., Xu, C. (2011). Query expansion by spatial co-occurrence for image retrieval. 19th ACM International Conference on Multimedia ACM Multimedia 2011 (MM 2011), New York: Association for Computing Machinery (ACM). [More Information]
    • Xiao, B., Gao, X., Tao, D., Li, X. (2011). Recognition of sketches in photos. Studies in Computational Intelligence, 346, 239-262. [More Information]
    • Zhang, C., Tao, D. (2011). Risk bounds for infinitely divisible distribution. 27th Conference on Uncertainty in Artificial Intelligence UAI 2011, United States: AUAI Press.
    • Deng, C., Gao, X., Li, X., Tao, D. (2011). Robust image watermarking based on feature regions. Studies in Computational Intelligence, 346, 111-137. [More Information]
    • Yu, J., Tao, D., Wang, M., Cheng, J. (2011). Semi-automatic cartoon generation by motion planning. Multimedia Systems, 17(5), 409-419.
    • Luo, Y., Tao, D., Geng, B., Xu, C., Maybank, S. (2011). Shared feature extraction for semi-supervised image classification. 19th ACM International Conference on Multimedia ACM Multimedia 2011 (MM 2011), New York: Association for Computing Machinery (ACM). [More Information]
    • Mu, G., Gao, X., Zhang, K., Li, X., Tao, D. (2011). Single image super resolution with high resolution dictionary. 2011 18th IEEE International Conference on Image Processing (ICIP 2011), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Liu, D., Chen, Q., Yu, J., Gu, H., Tao, D., Seah, H. (2011). Stroke correspondence construction using manifold learning. Computer Graphics Forum, 30(8), 2194-2207.
    • Wang, X., Li, Z., Tao, D. (2011). Subspaces Indexing Model on Grassmann Manifold for Image Search. IEEE Transactions on Image Processing, 20(9), 2627-2635. [More Information]
    • Gao, X., Wang, X., Tao, D., Li, X. (2011). Supervised Gaussian process latent variable model for dimensionality reduction. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 41(2), 425-434.
    • Gao, Y., Wang, M., Luan, H., Shen, J., Yan, S., Tao, D. (2011). Tag-based social image search with visual-text joint hypergraph learning. 19th ACM International Conference on Multimedia ACM Multimedia 2011 (MM 2011), New York: Association for Computing Machinery (ACM). [More Information]
    • Xie, B., Wang, M., Tao, D. (2011). Toward the optimization of normalized graph Laplacian. IEEE Transactions on Neural Networks, 22(4), 660-666.
    • Gao, X., Wang, X., Li, X., Tao, D. (2011). Transfer latent variable model based on divergence analysis. Pattern Recognition, 44(10-Nov), 2358-2366.
    • Gao, F., Gao, X., Tao, D., Li, X., He, L., Lu, W. (2011). Universal no reference image quality assessment metrics based on local dependency. 1st Asian Conference on Pattern Recognition, ACPR 2011, China: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
    • Tian, X., Tao, D. (2011). Visual reranking: From objectives to strategies. IEEE MultiMedia Magazine, 18(3), 12-20.
    • Zhang, L., Mei, T., Liu, Y., Tao, D., Zhou, H. (2011). Visual search reranking via adaptive particle swarm optimization. Pattern Recognition, 44(8), 1811-1820.
    • Li, J., Tao, D. (2011). Wisdom of crowds: Single image super-resolution from the Web. 11th IEEE International Conference on Data Mining Workshops (ICDMW 2011), Piscataway: IEEE. [More Information]
    • Gao, X., Wang, Q., Li, X., Tao, D., Zhang, K. (2011). Zernike-Moment-Based Image Super Resolution. IEEE Transactions on Image Processing, 20(10), 2738-2747. [More Information]

    2010

    • Tian, X., Tao, D., Hua, X., Wu, X. (2010). Active Reranking for Web Image Search. IEEE Transactions on Image Processing, 19(3), 805-820. [More Information]
    • Bian, W., Tao, D. (2010). Biased discriminant euclidean embedding for content-based image retrieval. IEEE Transactions on Image Processing, 19(2), 545-554. [More Information]
    • Mu, Y., Tao, D. (2010). Biologically inspired feature manifold for gait recognition. Neurocomputing, 73, 895-902. [More Information]
    • Song, D., Tao, D. (2010). Biologically inspired feature manifold for scene classification. IEEE Transactions on Image Processing, 19(1), 174-184. [More Information]
    • Si, S., Tao, D., Geng, B. (2010). Bregman divergence-based regularization for transfer subspace learning. IEEE Transactions On Knowledge And Data Engineering, 22(7), 929-942. [More Information]
    • Song, M., Tao, D., Chen, C., Li, X., Chen, C. (2010). Color to Gray: Visual Cue Preservation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(9), 1537-1552. [More Information]
    • Wang, X., Tao, D., Li, Z. (2010). Entropy controlled Laplacian regularization for least square regression. Signal Processing, 90(6), 2043-2049. [More Information]
    • Si, S., Tao, D. (2010). Evolutionary Cross-domain Discriminative Hessian Eigenmaps. IEEE Transactions on Image Processing, 19(4), 1075-1086. [More Information]
    • Song, M., Tao, D., Liu, Z., Li, X., Zhou, M. (2010). Image Ratio Features for Facial Expression Recognition. IEEE Transactions on Systems, Man, and Cybernetics. Part B: Cybernetics, 40(3), 779-788.
    • Gao, X., Wang, Y., Li, X., Tao, D. (2010). On Combining Morphological Component Analysis and Concentric Morphology Model for Mammographic Mass Detection. IEEE Transactions on Information Technology in Biomedicine, 14(2), 266-273.
    • Yang, Y., Zhuang, Y., Tao, D., Xu, D., Jun, Y., Luo, J. (2010). Recognizing Cartoon Image Gestures for Retrieval and Interactive Cartoon Clip Synthesis. IEEE Transactions on Circuits and Systems for Video Technology, 20(12), 1745-1756. [More Information]
    • Liu, W., Ma, S., Tao, D., Liu, J., Liu, P. (2010). Semi-Supervised Sparse Metric Learning Using Alternating Linearization Optimization. Sixteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), New York: Association for Computing Machinery (ACM). [More Information]

    2009

    • Yang, Y., Zhuang, Y., Xu, D., Pan, Y., Tao, D., Maybank, S. (2009). Retrieval based interactive cartoon synthesis via unsupervised bi-distance metric learning. 17th ACM Multimedia Conference (ACM MM), New York: ACM. [More Information]

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