Dr Zhiyong Wang

Senior Lecturer
School of Information Technologies
Associate Director of Multimedia Lab and Member of BMIT Research Group

J12 - The School of Information Technologies
The University of Sydney

Telephone +61 2 9351 3766
Fax +61 2 9351 3838

Website Biomedical & Multimedia Information Technology Research Group

School of Information Technologies

Biographical details

Zhiyong Wang received both a B.Eng. and M.Eng. degrees in electronic engineering from the South China University of Technology, Guangzhou, China, and a Ph.D. degree from The Hong Kong Polytechnic University, Hung Hom, Hong Kong. He is currently a Senior Lecturer with the School of Information Technologies at The University of Sydney, and an Associate Director of the Multimedia Laboratory, after joining the school as a Postdoctoral Research Fellow. His research interests focus on multimedia computing, including multimedia information processing, retrieval and management, Internet-based multimedia data mining, human-centred multimedia computing, and pattern recognition. His research outcomes have been widely published in top conferences and journals and resulted in many practical usages in the real world. Dr Wang is a member of IEEE.

Research interests

Most of us take the ability to see and hear for granted, but these are very challenging things to enable a computer to do. The dual focuses of Dr Zhiyong Wang's research are to enable computers to 'understand' multimedia data in the way humans can, and to help people better use multimedia data. In this way he is working to improve applications in fields as diverse as multimedia information retrieval, computer graphics and animation, surveillance, medical diagnostics, health care, environmental monitoring and astronomy.

"Multimedia computing is a fascinating field with a broad range of applications. We capture the very moments of our daily life in photos and videos, doctors use CT images to make diagnoses, and astronomers use images of the sky to study the universe. Without multimedia computing techniques, all this would be impossible.

"Creatively, such technology allows us to create content such as computer animations, special effects and 3D movies much more easily and creatively than by traditional approaches.

"One of the aims of my research is to enable computers to 'understand' multimedia data. This will mean, for example, that they will be able to ascertain how people are behaving physically (from action recognition) and emotionally (from facial expression recognition). This will allow better video surveillance, disease identification, multimedia-enabled training and monitoring, and computer graphics and animation.

"I've been with the University of Sydney since 2003. Being here has provided me a great platform to pursue my research interests, and allowed me to closely link my research with the teaching curriculum. It has been my greatest pleasure to work with the intellectually inspiring students."

Teaching and supervision

COMP5114 - Digital Media Fundamentals

COMP5214 - Software Development in Java

COMP5425 - Multimedia Storage, Retrieval & Delivery

Selected grants

2006

  • Semantic Image Access with Intelligent User Interaction; Feng D, Wang Z, Takatsuka M, Li S, Warren J, Li S; Australian Research Council (ARC)/Linkage Projects (LP).
  • Multimedia Computing, Production, Management and Distribution for HDTV and its Applications; Feng D, Cai T, Wang Z, Everitt D, Eades P, Hoang D; Australian Research Council (ARC)/Linkage Infrastructure, Equipment and Facilities (LIEF).

Selected publications

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Book Chapters

  • Wang, Z., Feng, D. (2011). Discovering Semantics from Visual Information. In Chia-Hung Wei and Yue Li (Eds.), Machine Learning Techniques for Adaptive Multimedia Retrieval: Technologies, Applications, and Perspectives, (pp. 116-145). Hershey, USA: Information Science Reference.
  • Kim, J., Wang, Z., Cai, T., Feng, D. (2008). Multimedia for Future Health - Smart Medical Home. In D Feng (Eds.), Biomedical Information Technology, (pp. 497-512). San Diego, USA: Academic Press Elsevier.
  • Wang, Z., Chi, Z., Feng, D., Cho, S. (2001). Adaptive Processing of Tree-Structure Image Representation. In Shum, H-Y, Liao, M and Chang, S-F (Eds.), Advances in Multimedia Information Processing-PCM 2001: Second IEEE Pacific Rim Conference on Multimedia, Beijing, China, October 24-26, 2001 Proceedings, (pp. 989-995). Germany: Springer.

Journals

  • Wu, Q., Wang, Z., Deng, F., Xia, Y., Kang, W., Feng, D. (2013). Discriminative two-level feature selection for realistic human action recognition. Journal of Visual Communication and Image Representation, 24(7), 1064-1074. [More Information]
  • Lu, S., Zhang, J., Wang, Z., Feng, D. (2013). Fast human action classification and VOI localization with enhanced sparse coding. Journal of Visual Communication and Image Representation, 24(2), 127-136. [More Information]
  • Guan, G., Wang, Z., Lu, S., Deng, J., Feng, D. (2013). Keypoint-Based Keyframe Selection. IEEE Transactions on Circuits and Systems for Video Technology, 23(4), 729-734. [More Information]
  • Yu, K., Wang, Z., Zhuo, L., Wang, J., Chi, Z., Feng, D. (2013). Learning realistic facial expressions from web images. Pattern Recognition, 46(8), 2144-2155. [More Information]
  • Wu, Q., Wang, Z., Deng, F., Chi, Z., Feng, D. (2013). Realistic human action recognition with multimodal feature selection and fusion. IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans, 43(4), 875-885. [More Information]
  • Wang, Z., Guan, G., Qiu, Y., Zhuo, L., Feng, D. (2013). Semantic context based refinement for news video annotation. Multimedia Tools and Applications, 67(3), 607-627. [More Information]
  • Wang, Z., Liu, S., Wang, J., Zhang, M. (2013). Three-dimensional cartoon facial animation based on art rules. The Visual Computer, 29(11), 1135-1149. [More Information]
  • Mei, S., He, M., Zhang, Y., Wang, Z., Feng, D. (2011). Improving Spatial-Spectral Endmember Extraction in the Presence of Anomalous Ground Objects. IEEE Transactions on Geoscience and Remote Sensing, 49(11), 4210-4222. [More Information]
  • Shi, F., Wang, J., Wang, Z. (2011). Region-based supervised annotation for semantic image retrieval. International Journal of Electronics and Communication, 65(11), 929-936. [More Information]
  • Cheung, H., Siu, W., Feng, D., Wang, Z. (2010). An efficient retinex-like brightness normalization method for coding camera flashes and strong brightness variation in videos. Signal Processing: Image Communication, 25(3), 143-162.
  • Mei, S., He, M., Wang, Z., Feng, D. (2010). Mixture Analysis by Multichannel Hopfield Neural Network. IEEE Geoscience and Remote Sensing Letters, 7(3), 455-459. [More Information]
  • Mei, S., He, M., Wang, Z., Feng, D. (2010). Spatial Purity Based Endmember Extraction for Spectral Mixture Analysis. IEEE Transactions on Geoscience and Remote Sensing, 48(9), 3434-3445. [More Information]
  • Wang, Z., Chi, Z., Feng, D., AH CHUNG, T. (2003). Content-Based Image Retrieval With Relevance Feedback Using Adaptive Processing of Tree-Structure Image Representation. International Journal of Image and Graphics, 3(1), 119-143.
  • Cho, S., Chi, Z., Wang, Z., Siu, W. (2003). Efficient learning in adaptive processing of data structures. Neural Processing Letters, 17(2), 175-190.
  • Wang, Z., Chi, Z., Feng, D. (2003). Leaf image retrieval using combined shape feature sets with fuzzy integral. Chinese Journal Of Electronics, 11, 572-578.
  • Wang, Z., Chi, Z., Feng, D. (2003). Shape Based Leaf Image Retrieval. IEE Proceedings-Vision Image and Signal Processing, 150(1), 34-43.

Conferences

  • Lu, S., Wang, Z., Song, Y., Mei, T., Feng, D. (2013). A Bag-of-Importance Model for Video Summarization. 2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), Piscataway, NJ: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Zhang, L., Cai, T., Song, Y., Wang, Z., Wen, L., Feng, D. (2013). A Supervised Multiview Spectral Embedding Method for Neuroimaging Classification. 2013 IEEE International Conference on Image Processing (ICIP 2013), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, L., Liu, S., Wang, Z., Cai, T., Song, Y., Feng, D. (2013). Graph Cuts based Relevance Feedback in Image Retrieval. 2013 IEEE International Conference on Image Processing (ICIP 2013), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • He, R., Wang, Z., Fan, Y., Feng, D. (2013). Multiple Scattering Model based Single Image Dehazing. 2013 IEEE 8th Conference on Industrial Electronics and Applications (ICIEA), Piscataway, NJ: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Lu, S., Mei, T., Wang, J., Zhang, J., Wang, Z., Feng, D., Sun, J., Li, S. (2012). Browse-to-Search. The 20th ACM International Conference on Multimedia, MM'12, New York: Association for Computing Machinery (ACM). [More Information]
  • Zhang, L., Wang, Z., Feng, D. (2012). Content-Based Image Retrieval in P2P Networks with Bag-of-Features. 2012 International Workshop on Emerging Multimedia Systems and Applications (In conjunction with ICME 2012), Los Alamitos, California: IEEE Computer Society.
  • Harjanto, F., Wang, Z., Lu, S., Feng, D. (2012). Evaluating the Impact of Frame Rate on Video Based Human Action Recognition. The 27th Image and Vision Computing New Zealand Conference, New York: Association for Computing Machinery (ACM). [More Information]
  • Yu, K., Wang, Z., Guan, G., Wu, Q., Chi, Z., Feng, D. (2012). How many frames does facial expression recognition require? 2012 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2012, Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • He, R., Wang, Z., Xiong, H., Feng, D. (2012). Single Image Dehazing with White Balance Correction and Image Decomposition. 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Mei, S., He, M., Wang, Z., Feng, D. (2012). Unsupervised Spectral Mixture Analysis with Hopfield Neural Network for Hyperspectral Images. 19th IEEE International Conference on Image Processing (ICIP 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Xiong, H., Wang, Z., He, R., Feng, D. (2012). Video Object Segmentation with Occlusion Map. 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Guan, G., Wang, Z., Yu, K., Mei, S., He, M., Feng, D. (2012). Video Summarization with Global and Local Features. 2012 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2012, Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Tian, G., Guan, G., Wang, Z., Feng, D. (2012). What is Happening: Annotating Images with Verbs. The 20th ACM International Conference on Multimedia, MM'12, New York: Association for Computing Machinery (ACM). [More Information]
  • Wang, Z., Lu, B., Chi, Z., Feng, D. (2011). Leaf Image Classification with Shape Context and SIFT Descriptors. 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2011), Los Alamitos, CA, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Guan, G., Hua, X., Wang, Z., Feng, D. (2011). StoryImaging: A media-rich presentation system for textual stories. 2011 ACM Multimedia Conference & Co-Located Workshops, New York, USA: Association for Computing Machinery (ACM). [More Information]
  • Quek, A., Wang, Z., Zhang, J., Feng, D. (2011). Structural image classification with graph neural networks. 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2011), Los Alamitos, CA, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wu, Q., Lu, S., Wang, Z., Deng, F., Kang, W., Feng, D. (2011). Structure Context of Local Features in Realistic Human Action Recognition. 3rd International Workshop on Video Event Categorization, Tagging and Retrieval for Real-World Applications (VECTaR2011) in conjunction with ICCV 2011, Barcelona, Spain: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Lu, S., Wang, Z., Wang, M., Ott, M., Feng, D. (2010). Adaptive Reference Frame Selection for Near-Duplicate Video Shot Detection. 2010 IEEE 17th International Conference on Image Processing (ICIP 2010), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Zhang, L., Wang, Z., Feng, D. (2010). Efficient high-dimensional retrieval in structured P2P networks. AdMIRe 2010: 2nd International Workshop on Advances in Music Information Research, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Yu, K., Wang, Z., Zhuo, L., Feng, D. (2010). Harvesting Web Images for Realistic Facial Expression Recognition. 2010 Digital Image Computing:Techniques and Applications (DICTA 2010), USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wang, Z., Yi, H., Wang, J., Feng, D. (2010). Hierarchical Gaussian Mixture Model for Image Annotation via PLSA. 5th International Conference on Image and Graphics (ICIG 2009), Los Alamitos, CA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Qiu, Y., Guan, G., Wang, Z., Feng, D. (2010). Improving News Video Annotation with Semantic Context. 2010 Digital Image Computing:Techniques and Applications (DICTA 2010), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Wu, Q., Wang, Z., Deng, F., Feng, D. (2010). Realistic Human Action Recognition with Audio Context. 2010 Digital Image Computing:Techniques and Applications (DICTA 2010), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Niu, J., Wang, Z., Feng, D. (2010). Two-Step Similarity Matching For Content-Based Video Retrieval in P2P Networks. 6th IEEE International Workshop on Networking Issues in Multimedia Entertainment (NIME'10), USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Dong, P., Wang, Z., Zhuo, L., Feng, D. (2010). Video Summarization with Visual and Semantic Features. 11th Pacific-Rim Conference on Multimedia (PCM 2010), Germany: Springer.
  • Guan, G., Wang, Z., Tian, Q., Feng, D. (2009). Improved Concept Similarity Measuring in the Visual Domain. 2009 International Workshop on Multimedia Signal Processing (MMSP-09), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Pavel, F., Wang, Z., Feng, D. (2009). Reliable Object Recognition using SIFT Features. 2009 International Workshop on Multimedia Signal Processing (MMSP-09), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Mei, S., He, M., Wang, Z., Feng, D. (2009). Spectral-Spatial Endmember Extraction by Singular Value Decomposition for AVIRIS data. 4th IEEE Conference on Industrial Electronics and Applications ICIEA 2009, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, L., Wang, Z., Feng, D. (2009). Two-Level Indexing for High-Dimensional Range Queries in Peer-to-Peer Networks. 2009 International Workshop on Multimedia Signal Processing (MMSP-09), USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Cheung, H., Siu, W., Feng, D., Wang, Z. (2008). Constrained one-bit transform for retinex based motion extimation for sequences with brightness variations. 2008 IEEE International Conference on Neural Networks and Signal Processing (ICNNSP 2008), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Wang, Z., Siu, W., Feng, D. (2008). Image annotation with parametric mixture model based multi-class multi-labeling. 2008 IEEE 10th Workshop on Multimedia Signal Processing (MMSP 2008), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Wang, Z., Guan, G., Wang, J., Feng, D. (2008). Measuring semantic similarity between concepts in visual domain. 2008 IEEE 10th Workshop on Multimedia Signal Processing (MMSP 2008), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Cheung, H., Siu, W., Feng, D., Wang, Z. (2008). Retinex based motion extimation for sequences with brightness variations and its application to H.264. IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2008, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Cheung, H., Siu, W., Feng, D., Wang, Z. (2008). Windowing Technique for the DCT Based Retinex Algorithm to Handle Videos with Brightness Variations Coded Using the H.264. 15th IEEE International Conference on Image Processing ICIP 2008, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Zhuo, L., Gao, X., Wang, Z., Feng, D., Shen, L. (2007). A Novel Rate-Quality Model based H.264/AVC Frame Layer Rate Control Method. Sixth International Conference on Information, Communications and Signal Processing ICICS 2007, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Wang, Z., Lam, K., Zhuo, L., Feng, D. (2007). Concept Constrained Image Region Annotation. 2007 IEEE 9th International Workshop on Multimedia Signal Processing (MMSP 2007), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Xie, B., Wang, Z., Wang, J. (2007). Shape Classification using Hidden Markov Model and structural feature. The Fifth International Symposium on Multispectral Image Processing and Pattern Recognition, USA: SPIE - International Society for Optical Engineering.
  • Wang, Z., Feng, D., Chi, Z., Xia, T. (2006). Annotating Image Regions Using Spatial Context. Eighth IEEE International Symposium on Multimedia ISM 2006, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Wang, Z., Feng, D. (2006). Utilizing Structural Context for Region Classification. 4th IFIP International Conference on Intelligent Information Processing, New York: Springer.
  • Wang, Z., Feng, D., Chi, Z. (2004). Comparison of Image Partition Methods for Adaptive Image Categorization Based on Structural Image Representation. 8th International Conference on Control, Automation, Robotics and Vision ICARCV 2004, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Wang, Z., Feng, D., Chi, Z. (2003). Region-Based Binary Tree Representation for Image Classification. 2003 International Conference on Neural Networks & Signal Processing, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Hong, A., Chi, Z., Chen, G., Wang, Z. (2003). Region-of-interest based flower images retrieval. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'03).
  • Wang, Z., Chi, Z., Feng, D. (2002). Fuzzy Integral for Leaf Image Retrieval. 2002 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'02). (IEEE) Institute of Electrical and Electronics Engineers.
  • Wang, Z., Hagenbuchner, M., Tsoi, A., Cho, S., Chi, Z. (2002). Image Classification with Structured Self-Organization Map. 2002 International Joint Conference on Neural Networks (IJCNN2002).
  • Cho, S., Wang, Z., Chi, Z., Siu, W. (2002). Robust Learning in Adaptive Processing of Data Structures for Tree Representation based Images Classification. 9th International Conference on Neural Information Processing (ICONIP''02) 4th Asia Pacific Conference on Simulated Evolution and Learning (SEAL''02) 1st International Conference on Fuzzy Systems and Knowledge Discovery (FSKD''02), Singapore: School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore.
  • Wang, Z., Chi, Z., Feng, D. (2002). Structural Representation and BPTS Learning for Shape Classification. 9th International Conference on Neural Information Processing (ICONIP''02) 4th Asia Pacific Conference on Simulated Evolution and Learning (SEAL''02) 1st International Conference on Fuzzy Systems and Knowledge Discovery (FSKD''02), Singapore: School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore.

2013

  • Lu, S., Wang, Z., Song, Y., Mei, T., Feng, D. (2013). A Bag-of-Importance Model for Video Summarization. 2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), Piscataway, NJ: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Zhang, L., Cai, T., Song, Y., Wang, Z., Wen, L., Feng, D. (2013). A Supervised Multiview Spectral Embedding Method for Neuroimaging Classification. 2013 IEEE International Conference on Image Processing (ICIP 2013), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wu, Q., Wang, Z., Deng, F., Xia, Y., Kang, W., Feng, D. (2013). Discriminative two-level feature selection for realistic human action recognition. Journal of Visual Communication and Image Representation, 24(7), 1064-1074. [More Information]
  • Lu, S., Zhang, J., Wang, Z., Feng, D. (2013). Fast human action classification and VOI localization with enhanced sparse coding. Journal of Visual Communication and Image Representation, 24(2), 127-136. [More Information]
  • Zhang, L., Liu, S., Wang, Z., Cai, T., Song, Y., Feng, D. (2013). Graph Cuts based Relevance Feedback in Image Retrieval. 2013 IEEE International Conference on Image Processing (ICIP 2013), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Guan, G., Wang, Z., Lu, S., Deng, J., Feng, D. (2013). Keypoint-Based Keyframe Selection. IEEE Transactions on Circuits and Systems for Video Technology, 23(4), 729-734. [More Information]
  • Yu, K., Wang, Z., Zhuo, L., Wang, J., Chi, Z., Feng, D. (2013). Learning realistic facial expressions from web images. Pattern Recognition, 46(8), 2144-2155. [More Information]
  • He, R., Wang, Z., Fan, Y., Feng, D. (2013). Multiple Scattering Model based Single Image Dehazing. 2013 IEEE 8th Conference on Industrial Electronics and Applications (ICIEA), Piscataway, NJ: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wu, Q., Wang, Z., Deng, F., Chi, Z., Feng, D. (2013). Realistic human action recognition with multimodal feature selection and fusion. IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans, 43(4), 875-885. [More Information]
  • Wang, Z., Guan, G., Qiu, Y., Zhuo, L., Feng, D. (2013). Semantic context based refinement for news video annotation. Multimedia Tools and Applications, 67(3), 607-627. [More Information]
  • Wang, Z., Liu, S., Wang, J., Zhang, M. (2013). Three-dimensional cartoon facial animation based on art rules. The Visual Computer, 29(11), 1135-1149. [More Information]

2012

  • Lu, S., Mei, T., Wang, J., Zhang, J., Wang, Z., Feng, D., Sun, J., Li, S. (2012). Browse-to-Search. The 20th ACM International Conference on Multimedia, MM'12, New York: Association for Computing Machinery (ACM). [More Information]
  • Zhang, L., Wang, Z., Feng, D. (2012). Content-Based Image Retrieval in P2P Networks with Bag-of-Features. 2012 International Workshop on Emerging Multimedia Systems and Applications (In conjunction with ICME 2012), Los Alamitos, California: IEEE Computer Society.
  • Harjanto, F., Wang, Z., Lu, S., Feng, D. (2012). Evaluating the Impact of Frame Rate on Video Based Human Action Recognition. The 27th Image and Vision Computing New Zealand Conference, New York: Association for Computing Machinery (ACM). [More Information]
  • Yu, K., Wang, Z., Guan, G., Wu, Q., Chi, Z., Feng, D. (2012). How many frames does facial expression recognition require? 2012 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2012, Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • He, R., Wang, Z., Xiong, H., Feng, D. (2012). Single Image Dehazing with White Balance Correction and Image Decomposition. 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Mei, S., He, M., Wang, Z., Feng, D. (2012). Unsupervised Spectral Mixture Analysis with Hopfield Neural Network for Hyperspectral Images. 19th IEEE International Conference on Image Processing (ICIP 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Xiong, H., Wang, Z., He, R., Feng, D. (2012). Video Object Segmentation with Occlusion Map. 2012 International Conference on Digital Image Computing Techniques and Applications (DICTA), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Guan, G., Wang, Z., Yu, K., Mei, S., He, M., Feng, D. (2012). Video Summarization with Global and Local Features. 2012 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2012, Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Tian, G., Guan, G., Wang, Z., Feng, D. (2012). What is Happening: Annotating Images with Verbs. The 20th ACM International Conference on Multimedia, MM'12, New York: Association for Computing Machinery (ACM). [More Information]

2011

  • Wang, Z., Feng, D. (2011). Discovering Semantics from Visual Information. In Chia-Hung Wei and Yue Li (Eds.), Machine Learning Techniques for Adaptive Multimedia Retrieval: Technologies, Applications, and Perspectives, (pp. 116-145). Hershey, USA: Information Science Reference.
  • Mei, S., He, M., Zhang, Y., Wang, Z., Feng, D. (2011). Improving Spatial-Spectral Endmember Extraction in the Presence of Anomalous Ground Objects. IEEE Transactions on Geoscience and Remote Sensing, 49(11), 4210-4222. [More Information]
  • Wang, Z., Lu, B., Chi, Z., Feng, D. (2011). Leaf Image Classification with Shape Context and SIFT Descriptors. 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2011), Los Alamitos, CA, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Shi, F., Wang, J., Wang, Z. (2011). Region-based supervised annotation for semantic image retrieval. International Journal of Electronics and Communication, 65(11), 929-936. [More Information]
  • Guan, G., Hua, X., Wang, Z., Feng, D. (2011). StoryImaging: A media-rich presentation system for textual stories. 2011 ACM Multimedia Conference & Co-Located Workshops, New York, USA: Association for Computing Machinery (ACM). [More Information]
  • Quek, A., Wang, Z., Zhang, J., Feng, D. (2011). Structural image classification with graph neural networks. 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2011), Los Alamitos, CA, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wu, Q., Lu, S., Wang, Z., Deng, F., Kang, W., Feng, D. (2011). Structure Context of Local Features in Realistic Human Action Recognition. 3rd International Workshop on Video Event Categorization, Tagging and Retrieval for Real-World Applications (VECTaR2011) in conjunction with ICCV 2011, Barcelona, Spain: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]

2010

  • Lu, S., Wang, Z., Wang, M., Ott, M., Feng, D. (2010). Adaptive Reference Frame Selection for Near-Duplicate Video Shot Detection. 2010 IEEE 17th International Conference on Image Processing (ICIP 2010), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Cheung, H., Siu, W., Feng, D., Wang, Z. (2010). An efficient retinex-like brightness normalization method for coding camera flashes and strong brightness variation in videos. Signal Processing: Image Communication, 25(3), 143-162.
  • Zhang, L., Wang, Z., Feng, D. (2010). Efficient high-dimensional retrieval in structured P2P networks. AdMIRe 2010: 2nd International Workshop on Advances in Music Information Research, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Yu, K., Wang, Z., Zhuo, L., Feng, D. (2010). Harvesting Web Images for Realistic Facial Expression Recognition. 2010 Digital Image Computing:Techniques and Applications (DICTA 2010), USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wang, Z., Yi, H., Wang, J., Feng, D. (2010). Hierarchical Gaussian Mixture Model for Image Annotation via PLSA. 5th International Conference on Image and Graphics (ICIG 2009), Los Alamitos, CA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Qiu, Y., Guan, G., Wang, Z., Feng, D. (2010). Improving News Video Annotation with Semantic Context. 2010 Digital Image Computing:Techniques and Applications (DICTA 2010), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Mei, S., He, M., Wang, Z., Feng, D. (2010). Mixture Analysis by Multichannel Hopfield Neural Network. IEEE Geoscience and Remote Sensing Letters, 7(3), 455-459. [More Information]
  • Wu, Q., Wang, Z., Deng, F., Feng, D. (2010). Realistic Human Action Recognition with Audio Context. 2010 Digital Image Computing:Techniques and Applications (DICTA 2010), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Mei, S., He, M., Wang, Z., Feng, D. (2010). Spatial Purity Based Endmember Extraction for Spectral Mixture Analysis. IEEE Transactions on Geoscience and Remote Sensing, 48(9), 3434-3445. [More Information]
  • Niu, J., Wang, Z., Feng, D. (2010). Two-Step Similarity Matching For Content-Based Video Retrieval in P2P Networks. 6th IEEE International Workshop on Networking Issues in Multimedia Entertainment (NIME'10), USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Dong, P., Wang, Z., Zhuo, L., Feng, D. (2010). Video Summarization with Visual and Semantic Features. 11th Pacific-Rim Conference on Multimedia (PCM 2010), Germany: Springer.

2009

  • Guan, G., Wang, Z., Tian, Q., Feng, D. (2009). Improved Concept Similarity Measuring in the Visual Domain. 2009 International Workshop on Multimedia Signal Processing (MMSP-09), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Pavel, F., Wang, Z., Feng, D. (2009). Reliable Object Recognition using SIFT Features. 2009 International Workshop on Multimedia Signal Processing (MMSP-09), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Mei, S., He, M., Wang, Z., Feng, D. (2009). Spectral-Spatial Endmember Extraction by Singular Value Decomposition for AVIRIS data. 4th IEEE Conference on Industrial Electronics and Applications ICIEA 2009, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, L., Wang, Z., Feng, D. (2009). Two-Level Indexing for High-Dimensional Range Queries in Peer-to-Peer Networks. 2009 International Workshop on Multimedia Signal Processing (MMSP-09), USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]

2008

  • Cheung, H., Siu, W., Feng, D., Wang, Z. (2008). Constrained one-bit transform for retinex based motion extimation for sequences with brightness variations. 2008 IEEE International Conference on Neural Networks and Signal Processing (ICNNSP 2008), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Wang, Z., Siu, W., Feng, D. (2008). Image annotation with parametric mixture model based multi-class multi-labeling. 2008 IEEE 10th Workshop on Multimedia Signal Processing (MMSP 2008), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Wang, Z., Guan, G., Wang, J., Feng, D. (2008). Measuring semantic similarity between concepts in visual domain. 2008 IEEE 10th Workshop on Multimedia Signal Processing (MMSP 2008), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Kim, J., Wang, Z., Cai, T., Feng, D. (2008). Multimedia for Future Health - Smart Medical Home. In D Feng (Eds.), Biomedical Information Technology, (pp. 497-512). San Diego, USA: Academic Press Elsevier.
  • Cheung, H., Siu, W., Feng, D., Wang, Z. (2008). Retinex based motion extimation for sequences with brightness variations and its application to H.264. IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2008, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Cheung, H., Siu, W., Feng, D., Wang, Z. (2008). Windowing Technique for the DCT Based Retinex Algorithm to Handle Videos with Brightness Variations Coded Using the H.264. 15th IEEE International Conference on Image Processing ICIP 2008, United States: (IEEE) Institute of Electrical and Electronics Engineers.

2007

  • Zhuo, L., Gao, X., Wang, Z., Feng, D., Shen, L. (2007). A Novel Rate-Quality Model based H.264/AVC Frame Layer Rate Control Method. Sixth International Conference on Information, Communications and Signal Processing ICICS 2007, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Wang, Z., Lam, K., Zhuo, L., Feng, D. (2007). Concept Constrained Image Region Annotation. 2007 IEEE 9th International Workshop on Multimedia Signal Processing (MMSP 2007), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Xie, B., Wang, Z., Wang, J. (2007). Shape Classification using Hidden Markov Model and structural feature. The Fifth International Symposium on Multispectral Image Processing and Pattern Recognition, USA: SPIE - International Society for Optical Engineering.

2006

  • Wang, Z., Feng, D., Chi, Z., Xia, T. (2006). Annotating Image Regions Using Spatial Context. Eighth IEEE International Symposium on Multimedia ISM 2006, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Wang, Z., Feng, D. (2006). Utilizing Structural Context for Region Classification. 4th IFIP International Conference on Intelligent Information Processing, New York: Springer.

2004

  • Wang, Z., Feng, D., Chi, Z. (2004). Comparison of Image Partition Methods for Adaptive Image Categorization Based on Structural Image Representation. 8th International Conference on Control, Automation, Robotics and Vision ICARCV 2004, United States: (IEEE) Institute of Electrical and Electronics Engineers.

2003

  • Wang, Z., Chi, Z., Feng, D., AH CHUNG, T. (2003). Content-Based Image Retrieval With Relevance Feedback Using Adaptive Processing of Tree-Structure Image Representation. International Journal of Image and Graphics, 3(1), 119-143.
  • Cho, S., Chi, Z., Wang, Z., Siu, W. (2003). Efficient learning in adaptive processing of data structures. Neural Processing Letters, 17(2), 175-190.
  • Wang, Z., Chi, Z., Feng, D. (2003). Leaf image retrieval using combined shape feature sets with fuzzy integral. Chinese Journal Of Electronics, 11, 572-578.
  • Wang, Z., Feng, D., Chi, Z. (2003). Region-Based Binary Tree Representation for Image Classification. 2003 International Conference on Neural Networks & Signal Processing, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Hong, A., Chi, Z., Chen, G., Wang, Z. (2003). Region-of-interest based flower images retrieval. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'03).
  • Wang, Z., Chi, Z., Feng, D. (2003). Shape Based Leaf Image Retrieval. IEE Proceedings-Vision Image and Signal Processing, 150(1), 34-43.

2002

  • Wang, Z., Chi, Z., Feng, D. (2002). Fuzzy Integral for Leaf Image Retrieval. 2002 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'02). (IEEE) Institute of Electrical and Electronics Engineers.
  • Wang, Z., Hagenbuchner, M., Tsoi, A., Cho, S., Chi, Z. (2002). Image Classification with Structured Self-Organization Map. 2002 International Joint Conference on Neural Networks (IJCNN2002).
  • Cho, S., Wang, Z., Chi, Z., Siu, W. (2002). Robust Learning in Adaptive Processing of Data Structures for Tree Representation based Images Classification. 9th International Conference on Neural Information Processing (ICONIP''02) 4th Asia Pacific Conference on Simulated Evolution and Learning (SEAL''02) 1st International Conference on Fuzzy Systems and Knowledge Discovery (FSKD''02), Singapore: School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore.
  • Wang, Z., Chi, Z., Feng, D. (2002). Structural Representation and BPTS Learning for Shape Classification. 9th International Conference on Neural Information Processing (ICONIP''02) 4th Asia Pacific Conference on Simulated Evolution and Learning (SEAL''02) 1st International Conference on Fuzzy Systems and Knowledge Discovery (FSKD''02), Singapore: School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore.

2001

  • Wang, Z., Chi, Z., Feng, D., Cho, S. (2001). Adaptive Processing of Tree-Structure Image Representation. In Shum, H-Y, Liao, M and Chang, S-F (Eds.), Advances in Multimedia Information Processing-PCM 2001: Second IEEE Pacific Rim Conference on Multimedia, Beijing, China, October 24-26, 2001 Proceedings, (pp. 989-995). Germany: Springer.

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