Dr Vera Chung
People_

Dr Vera Chung

Senior Lecturer
School of Computer Science
Phone
+61 2 9036 9109
Fax
+61 2 9351 3838
Dr Vera Chung

COMP9110 - Systems Analysis and Modelling

ENGG1810 - Introduction to Engineering Computing

Project titleResearch student
2D Vision Processing and Event-based 3D Vision Processing with Deep LearningLouck XU
Graph Models for Data AnalysisLin ZHANG

Publications

Journals

  • Qu, Q., Liang, H., Chen, X., Chung, V., Shen, Y. (2024). NeRF-NQA: No-Reference Quality Assessment for Scenes Generated by NeRF and Neural View Synthesis Methods. IEEE Transactions on Visualization and Computer Graphics. [More Information]
  • Chen, X., Hu, Z., Zhao, G., Li, H., Chung, V., Quigley, A. (2024). Video2Haptics: Converting Video Motion to Dynamic Haptic Feedback with Bio-Inspired Event Processing. IEEE Transactions on Visualization and Computer Graphics, , 1-16. [More Information]
  • Lu, Z., Chen, X., Chung, V., Cai, W., Shen, Y. (2023). EV-LFV: Synthesizing Light Field Event Streams from an Event Camera and Multiple RGB Cameras. IEEE Transactions on Visualization and Computer Graphics, 29(11), 4546-4555. [More Information]

Conferences

  • Han, D., Yang, S., Zhao, P., Chen, X., Wang, C., Chung, V. (2024). Enhancing Scene Understanding in VR for Visually Impaired Individuals with High-Frame Videos and Event Overlays. Digest of Technical Papers - IEEE International Conference on Consumer Electronics 2024, United States of America: Institute of Electrical and Electronics Engineers Inc. [More Information]
  • Yang, S., Han, D., Wu, J., Chen, X., Chung, V. (2024). Scene Simplification for Simulated Prosthetic Vision with Improved Scene Understanding. Digest of Technical Papers - IEEE International Conference on Consumer Electronics, : Institute of Electrical and Electronics Engineers Inc. [More Information]
  • Tang, Y., Wang, C., Chen, X., Chung, V. (2024). SISAd: Advertisement Implantation in VR Video with Saliency-constrained Instance Segmentation. Digest of Technical Papers - IEEE International Conference on Consumer Electronics 2024, United States of America: Institute of Electrical and Electronics Engineers Inc. [More Information]

2024

  • Han, D., Yang, S., Zhao, P., Chen, X., Wang, C., Chung, V. (2024). Enhancing Scene Understanding in VR for Visually Impaired Individuals with High-Frame Videos and Event Overlays. Digest of Technical Papers - IEEE International Conference on Consumer Electronics 2024, United States of America: Institute of Electrical and Electronics Engineers Inc. [More Information]
  • Qu, Q., Liang, H., Chen, X., Chung, V., Shen, Y. (2024). NeRF-NQA: No-Reference Quality Assessment for Scenes Generated by NeRF and Neural View Synthesis Methods. IEEE Transactions on Visualization and Computer Graphics. [More Information]
  • Yang, S., Han, D., Wu, J., Chen, X., Chung, V. (2024). Scene Simplification for Simulated Prosthetic Vision with Improved Scene Understanding. Digest of Technical Papers - IEEE International Conference on Consumer Electronics, : Institute of Electrical and Electronics Engineers Inc. [More Information]

2023

  • Zhao, P., Chen, X., Chung, V. (2023). A Stable Learning-Based Corner Detector for Event-Based Cameras. 2023 9th International Conference on Virtual Reality, ICVR 2023, China: Institute of Electrical and Electronics Engineers Inc. [More Information]
  • Bercich, J., Chung, V., Chen, X. (2023). Deep Learning Attention-Ranked Media Space Generation for Virtual Reality Equirectangular Scene Augmentation. 2023 IEEE Region 10 Symposium, TENSYMP 2023, London: Institute of Electrical and Electronics Engineers Inc. [More Information]
  • Chen, H., Chung, V., Tan, L., Chen, X. (2023). Dense Voxel 3D Reconstruction Using a Monocular Event Camera. 2023 9th International Conference on Virtual Reality, ICVR 2023, China: Institute of Electrical and Electronics Engineers Inc. [More Information]

2022

  • Lansky, J., Rahmani, A., Zandavi, S., Chung, V., Yousefpoor, E., Yousefpoor, M., Khan, F., Hosseinzadeh, M. (2022). A Q-learning-based routing scheme for smart air quality monitoring system using flying ad hoc networks. Scientific Reports, 12(1). [More Information]
  • Zandavi, S., Chung, V., Anaissi, A. (2022). Accelerated Control Using Stochastic Dual Simplex Algorithm and Genetic Filter for Drone Application. IEEE Transactions on Aerospace and Electronic Systems, 58(3), 2180-2191. [More Information]
  • Zhou, Y., Hu, X., Chung, V. (2022). Automatic Construction of Fine-Grained Paraphrase Corpora System Using Language Inference Model. Applied Sciences, 12(1), 499-1-499-1. [More Information]

2021

  • Monshi, M., Poon, J., Chung, V., Monshi, F. (2021). CovidXrayNet: Optimizing data augmentation and CNN hyperparameters for improved COVID-19 detection from CXR. Computers in Biology and Medicine, 133, 104375. [More Information]
  • Zhao, P., Chen, X., Chung, V., Li, H. (2021). DeLFIQE -A Low-Complexity Deep Learning-Based Light Field Image Quality Evaluator. IEEE Transactions on Instrumentation and Measurement, 70, 9519157. [More Information]
  • Hu, Z., Yeung, H., Chen, X., Chung, V., Li, H. (2021). Efficient Light Field Reconstruction via Spatio-Angular Dense Network. IEEE Transactions on Instrumentation and Measurement, 70, 9497073. [More Information]

2020

  • Monshi, M., Poon, J., Chung, V. (2020). Deep learning in generating radiology reports: A survey. Artificial Intelligence in Medicine, 106, 101878. [More Information]
  • Zhou, M., Liu, Z., Sui, P., Li, Y., Chung, V. (2020). Learning Implicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning. 34th Conference on Neural Information Processing Systems (NeurIPS 2020), San Diego: Neural Information Processing Systems (NIPS).
  • Lu, Z., Chen, X., Chung, V., Chen, Z. (2020). Light Field Editing Propagation using 4D Convolutional Neural Networks. IEEE Conference on Virtual Reality and 3D User Interfaces (VRW 2020), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]

2019

  • Huang, C., Jao, C., Zhang, X., Yeh, W., Chung, V., Wang, J., Yang, J., Jiang, Y. (2019). A new Method for Dynamic Economic Emission Dispatch Problem. 2019 IEEE Congress on Evolutionary Computation (CEC 2019), Wellington: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Zandavi, S., Hu, Z., Chung, V., Anaissi, A. (2019). Augmented Reality Vision Improving Educational Learning. Australian Journal of Intelligent Information Processing Systems, 15(3), 49-58.
  • Monshi, M., Poon, J., Chung, V. (2019). Convolutional Neural Network to Detect Thorax Diseases from Multi-view Chest X-Rays. 26th International Conference on Neural Information Processing (ICONIP 2019), Cham: Springer International Publishing. [More Information]

2018

  • Kang, K., Bae, C., Yeung, H., Chung, V. (2018). A hybrid gravitational search algorithm with swarm intelligence and deep convolutional feature for object tracking optimization. Applied Soft Computing, 66, 319-329. [More Information]
  • Zandavi, S., Chung, V. (2018). Augmented Reality for Remote Laboratory Improving Educational Learning: Using Elevated Particle Swarm Optimization in Object Tracking Scheme. 2018 IEEE International Joint Conference on Neural Networks (IJCNN), Rio de Janeiro: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Bae, C., Teung, H., Chung, V. (2018). Effective object tracking framework using weight adjustment of particle swarm optimization. 32nd International Conference on Information Networking (ICOIN 2018), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]

2017

  • Zandavi, S., Sha, F., Chung, V., Lu, Z., Zhi, W. (2017). A Novel Ant Colony Detection Using Multi-Region Histogram for Object Tracking. The 24th International Conference on Neural Information Processing (ICONIP 2017) (Proceedings Part III), Cham: Springer. [More Information]
  • Li, J., Liu, G., Yeung, H., Yin, J., Chung, V., Chen, X. (2017). A Novel Stacked Denoising Autoencoder with Swarm Intelligence Optimization for Stock Index Prediction. The International Joint Conference on Neural Networks (IJCNN 2017), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Bae, C., Chung, V., Lee, J. (2017). Image based video querying algorithm using 3-level haar wavelet transform features. 11th International Conference on Ubiquitous Information Technologies and Applications (CUTE 2016), Singapore: Springer Verlag. [More Information]

2016

  • Liu, G., Chen, Z., Yeung, H., Chung, V., Yeh, W. (2016). A New Weight Adjusted Particle Swarm Optimization for Real-Time Multiple Object Tracking. 23rd International Conference on Neural Information Processing (ICONIP 2016), Cham: Springer. [More Information]
  • Bae, C., Kang, K., Liu, G., Chung, V. (2016). A novel real time video tracking framework using adaptive discrete swarm optimization. Expert Systems with Applications, 64, 385-399. [More Information]
  • Liu, G., Chung, V., Yeh, W. (2016). A simplified swarm optimization for object tracking. 2016 International Joint Conference on Neural Networks (IJCNN 2016), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]

2015

  • Sha, F., Bae, C., Liu, G., Zhao, X., Chung, V., Yeh, W. (2015). A categorized particle swarm optimization for object tracking. 2015 IEEE Congress on Evolutionary Computation (CEC 2015), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Sha, F., Lo, F., Chung, V., Chen, X., Yeh, W. (2015). A Novel Optimized Watermark Embedding Scheme for Digital Images. Lecture Notes in Computer Science (LNCS), 8936, 208-219. [More Information]
  • Sha, F., Bae, C., Liu, G., Zhao, X., Chung, V., Yeh, W., He, X. (2015). A Probability-Dynamic Particle Swarm Optimization for Object Tracking. 2015 International Joint Conference on Neural Networks (IJCNN 2015), Killarney: Institute of Electrical and Electronics Engineers (IEEE). [More Information]

2014

  • Tareef, A., Al-Ani,, A., Nguyen,, H., Chung, V. (2014). A novel tamper detection-recovery and watermarking system for medical image authentication and EPR hiding. 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2014), : IEEE Computer Society.
  • Yeh, W., Yeh, Y., Chiu, C., Chung, V. (2014). A wrapper-based combined recursive orthogonal array and support vector machine for classification and feature selection. Modern Applied Science, 8(1), 11-24. [More Information]
  • Bae, C., Wahid, N., Chung, V., Yeh, W., Bergmann, N., Chen, Z. (2014). Effective audio classification algorithm using Swarm-based optimization. International Journal of Innovative Computing, Information and Control, 10(1), 151-167.

2013

  • Neil, B., Chung, V., Yang, X., Chen, Z., Yeh, W., He, X., Jurdak, R. (2013). Using Swarm Intelligence to Optimize the Energy Consumption for Distributed Systems. Modern Applied Science, 7(6), 59-66. [More Information]

2012

  • Chung, V., Wahid, N. (2012). A hybrid network intrusion detection system using simplified swarm optimization (SSO). Applied Soft Computing, 12(9), 3014-3022. [More Information]
  • Bae, C., Yeh, W., Wahid, N., Chung, V., Liu, Y. (2012). A new simplified swarm optimization (SSO) using exchange local search scheme. International Journal of Innovative Computing, Information and Control, 8(6), 4391-4406.
  • Bae, C., Yeh, W., Shukran, M., Chung, V., Hsieh, T. (2012). A novel anomaly-network intrusion detection system using ABC algorithms. International Journal of Innovative Computing, Information and Control, 8(12), 8231-8248.

2011

  • Shukran, M., Chung, V., Yeh, W., Wahid, N., Zaidi, A. (2011). Artificial Bee Colony based Data mining algorithms for Classification Tasks. Modern Applied Science, 5(4), 217-231. [More Information]
  • Shukran, M., Chung, V., Yeh, W., Wahid, N., Zaidi, A. (2011). Image Classification Technique using Modified Particle Swarm Optimization. Modern Applied Science, 5(5), 150-164. [More Information]
  • Chen, X., Chung, V., Yeh, W., Bergmann, N., Wahid, N., Shukran, M. (2011). Improved error correction techniques for digital multimedia broadcasting (DMB) service. Modern Applied Science, 5(6), 3-12. [More Information]

2010

  • Yeh, W., Lin, Y., Chung, V., Chih, M. (2010). A Particle Swarm Optimization Approach Based on Monte Carlo Simulation for Solving the Complex Network Reliability Problem. IEEE Transactions on Reliability, 59(1), 212-221. [More Information]
  • Chen, X., Chung, V., Bae, C., He, X., Yeh, W. (2010). An Efficient Error Concealment Algorithm for H.264/AVC using Regression Modeling-Based Prediction. IEEE Transactions on Consumer Electronics, 56(4), 2694-2701. [More Information]
  • Bae, C., Yeh, W., Chung, V., Liu, S. (2010). Feature selection with Intelligent Dynamic Swarm and Rough Set. Expert Systems with Applications, 37(10), 7026-7032. [More Information]

2009

  • Yeh, W., Chang, W., Chung, V. (2009). A new hybrid approach for mining breast cancer pattern using discrete particle swarm optimization and statistical method. Expert Systems with Applications, 36(4), 8204-8211. [More Information]
  • Sun, Y., Shi, Y., Chen, F., Chung, V. (2009). Building a Practical Multimodal System with a Multimodal Fusion Module. 13th International Conference on Human-Computer Interaction HCI International 2009, Germany: Springer. [More Information]
  • Sun, Y., Shi, Y., Chen, F., Chung, V. (2009). Skipping Spare Information in Multimodal Inputs during Multimodal Input Fusion. 2009 International Conference on Intelligent User Interfaces (IUI 2009), USA: Association for Computing Machinery (ACM). [More Information]

2008

  • Bae, C., Chung, V., Mohd.Shukran, M., Choi, E., Yeh, W. (2008). An Intelligent Classification Algorithm for LifeLog Multimedia Applications. 2008 IEEE 10th Workshop on Multimedia Signal Processing (MMSP 2008), USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Chen, X., Chung, V., Bae, C. (2008). Dynamic multi-mode switching error concealment algorithm for H.264/AVC video applications. IEEE Transactions on Consumer Electronics, 54(1), 154-162. [More Information]

2007

  • Chen, X., Chung, V., Bae, C. (2007). A new multi-mode intra-frame error concealment algorithm for h.264/avc. 2007 IEEE International Conference on Multimedia and Expo ICME 2007, USA: Institute of Electrical and Electronics Engineers (IEEE).
  • Bae, C., Chung, V., Li, S., Chen, X., Mohd.Shukran, M. (2007). A new optimized error-resilient coding for video applications. 2007 IEEE International Conference on Multimedia and Expo ICME 2007, USA: Institute of Electrical and Electronics Engineers (IEEE). [More Information]
  • Chung, V., Chen, L., Zeng, Z., Chen, X. (2007). An Effective Error-Resilient Coding for H.264 Video. WSEAS Transactions on Computers, 6(3), 407-412.

2006

  • Bae, C., Chung, V., Chen, X., Otoom, A. (2006). A New Error Resilient Coding Schemes for the Home Entertainment Video. 2006 3rd IEEE Consumer Communications and Networking Conference (CCNC 2006), USA: Institute of Electrical and Electronics Engineers (IEEE).
  • Chung, V., Li, S., Chen, X., Bae, C. (2006). A New Statistical Algorithm to Detect Errors in MPEG-2 Video. Intl Confs of: Applied Computer Science (ACOS06); Instrumentation, Measurement, Circuits and Sys (IMCAS06); Robotics, Control and Manu Tech (ROCOM06); Multimedia Systems and Signal Proc (MUSP06), China: WSEAS.
  • Chen, X., Chung, V., Bae, C. (2006). A Novel Error Detection and Copyright Protection Scheme for MPEG2 Video. Tencon 2005 - IEEE Region 10 Conference, United States: Institute of Electrical and Electronics Engineers (IEEE).

2005

  • Chung, V. (2005). A New High Capacity Digital Watermarking System. WSEAS Transactions on Signal Processing, 3(1), 338-345.
  • Chung, V., Wang, P., Chen, X., Bae, C., Otoom, A., Tran, T. (2005). A Performance Comparison of High Capacity Digital Watermarking Systems. 9th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, Germany: Springer.
  • Chung, V. (2005). Design of a Clustering-Based Image Retrieval System. WSEAS Transactions on Computers, 4(12), 1781-1787.

2004

  • Chung, V., Sun, Y., Wang, P., Ming, X. (2004). A New E-Shopping System Using High Performance Custom Computers. 28th Annual International Computer Software and Applications Conference (COMPSAC 2004), Los Alamitos, CA, USA: Institute of Electrical and Electronics Engineers (IEEE).
  • Chung, V., Chen, X. (2004). Evaluation Of Clustering Algorithms For Image Retrieval. International Conference on Computational Intelligence (ICCI 2004), Istambul: International Computational Intelligence Society.
  • Chung, V. (2004). High Capacity Digital Watermarking Systems. International Conference on Computational Intelligence (ICCI 2004), Istambul: International Computational Intelligence Society.

2003

  • Chung, V., Wong, M. (2003). A DCT-Based Digital Watermarking. 2003 International Conference on Imaging Science, Systems and Technology CISST 2003, United States: CSREA Press.
  • Chung, V., Wong, M. (2003). Clustering Algorithms for Image Retrieval from Compressed Images. 2003 International Conference on Imaging Science, Systems and Technology CISST 2003, United States: CSREA Press.

2002

  • Chung, V., Wong, M. (2002). Digital Watermarking for Gray-Level Watermarks. The Sixth Digital Image Computing Techniques and Applications, Australia: Australian Pattern Recognition Society.
  • Chung, V., Wong, M. (2002). Image Retrieval From Compressed Images. The Sixth Digital Image Computing Techniques and Applications, Australia: Australian Pattern Recognition Society.

2001

  • Chung, V. (2001). Gray-level Digital Watermarking System Using Discrete Cosine Transform. Conference of the 5th World Multi-Conference on Systemics, Cybernetics and Informatics (SCI 2001).

Selected Grants

2008

  • Study of data mining techniques based on Life Log media fusion, Bae C, Chung V, Yeh W, Electronics and Telecommunication Research Institute Korea (Korea)/Research Support

2003

  • Basic technologies for copyright protection and transmission of home media (digital watermarking of net-delivered video - towards the new DLNA standard), Bae C, Chung V, Electronics and Telecommunications Research Institute - ETRI (Korea)/BLO Project
  • The development of video interaction mark-up language, Chung V, DVC Research/Research and Development Scheme: Research and Development (R&D)