Welcome to Associate Professor Jian Zhang's Website

Publications

Chapters

Zhang, J. 2006, 'Error Resilience for Video Coding Service' in Wu, H.R. & Rao, K.R. (eds), Digital Video Image Quality and Perceptual Coding, CRC, Taylor & Francis group, USA, pp. 503-527.

Conferences

Huang, H, Zheng, J, Zhang, J, Wu, Q & Xu, J 2019, 'Compare more nuanced: Pairwise alignment bilinear network for few-shot fine-grained learning', Proceedings - IEEE International Conference on Multimedia and Expo, pp. 91-96

Li, Q, Wu, Q, Zhu, C, Zhang, J & Zhao, W 2019, 'Unsupervised User Behavior Representation for Fraud Review Detection with Cold-Start Problem', Pacific-Asia Conference on Knowledge Discovery and Data Mining, Springer, China, pp. 222-236.

Li, Z, Gong, Y, Zhang, J, Yi, J, Wu, Q & Kirsch, C 2019, 'Sample adaptive multiple kernel learning for failure prediction of railway points', Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 2848-2856.

Shen, J, Wang, Y & Zhang, J 2018, 'Memory optimized Deep Dense Network for Image Super-resolution', Digital Image Computing: Techniques and Applications, IEEE, Canberra, Australia.

Shen, J, Zhang, J & Wang, Y 2018, 'Deep Bi-Dense Networks for Image Super-Resolution', Digital Image Computing: Techniques and Applications, Canberra.

Yao, L, Kusakunniran, W, Wu, Q, Zhang, J & Tang, Z 2018, 'Robust CNN-based Gait Verification and Identification using Skeleton Gait Energy Image', 2018 Digital Image Computing: Techniques and Applications (DICTA), Digital Image Computing: Techniques and Applications, IEEE, Canberra, Australia.

Huang, H, Xu, J, Zhang, J, Wu, Q & Kirsch, C 2018, 'Railway Infrastructure Defects Recognition using Fine-grained Deep Convolutional Neural Networks', 2018 Digital Image Computing: Techniques and Applications (DICTA), Digital Image Computing: Techniques and Applications, IEEE, Canberra, Australia.

Ye, P, Wang, Y, Xia, Y, An, P & Zhang, J 2019, 'Enhanced saliency prediction via free energy principle', Communications in Computer and Information Science, pp. 31-44.

Zhang, L, Xu, J, Zhang, J & Gong, Y 2018, 'Information Enhancement for Travelogues via a Hybrid Clustering Model', Digital Image Computing: Techniques and Applications, IEEE, Canberra, ACT, Australia, pp. 1-8.

Zhao, M, Zhang, J, Zhang, C & Zhang, W 2018, 'Towards Locally Consistent Object Counting with Constrained Multi-stage Convolutional Neural Networks', ACCV 2018: Computer Vision, Asian Conference on Computer Vision, Springer, Perth, Australia, pp. 247-261.

Guo, D, Zhao, W, Cui, Y, Wang, Z, Chen, S & Zhang, J 2018, 'Siamese network based features fusion for adaptive visual tracking', PRICAI 2018: Trends in Artificial Intelligence 15th Pacific Rim International Conference on Artificial Intelligence Nanjing, China, August 28–31, 2018 Proceedings (LNAI 11012), International Conference on Artificial Intelligence, Springer, China, pp. 759-771.

Li, Z, Zhang, J, Wu, Q & Kirsch, C 2018, 'Field-regularised factorization machines for mining the maintenance logs of equipment', AI 2018: AI 2018: Advances in Artificial Intelligence 31st Australasian Joint Conference Wellington, New Zealand, December 11–14, 2018 Proceedings (LNAI 11320), Australasian Joint Conference on Artificial Intelligence, Springer, New Zealand, pp. 172-183.

Yao, Y, Zhang, J, Fumin, S, Wankou, Y, Pu, H & Zhenmin, T 2018, 'Discovering and Distinguishing Multiple Visual Senses for Polysemous Words', https://aaai.org/Library/AAAI/aaai18contents.php, AAAI Conference on Artificial Intelligence, The AAAI Press, New Orleans, USA, pp. 523-530.

Yao, Y, Zhang, J, Shen, F, Yang, W, Hua, XS & Tang, Z 2018, 'Extracting privileged information from untagged corpora for classifier learning', IJCAI International Joint Conference on Artificial Intelligence, International Joint Conference on Artificial Intelligence, International Joint Conference on Artificial Intelligence, Stockholm, Sweden, pp. 1085-1091.

Zhang, J, Wu, Q, Shen, C, Zhang, J, Lu, J & van den Hengel, A 2018, 'Goal-Oriented Visual Question Generation via Intermediate Rewards', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), European Conference on Computer Vision, Springer Link, Munich, Germany, pp. 189-204.

Zhang, J, Wu, Q, Zhang, J, Shen, C & Lu, J 2018, 'Kill Two Birds with One Stone: Weakly-Supervised Neural Network for Image Annotation and Tag Refinement', The Thirty-Second AAAI Conference on Artificial Intelligence, The Thirty-Second AAAI Conference on Artificial Intelligence, AAAI Press, USA, pp. 7550-7557.

Zhang, J, Zhang, J, Wu, Q, Wu, Q, Xu, J, Lu, J, Phua, R, Curr, K & Tang, Z 2017, 'Historical image annotation by exploring the tag relevance', Proceedings - 4th Asian Conference on Pattern Recognition, ACPR 2017, IAPR Asian Conference on Pattern Recognition, IEEE, Nanjing, China, pp. 646-651.

Zhang, P, Wu, Q, Xu, J & Jian, Z 2018, 'Long-Term Person Re-identification Using True Motion from Videos', Winter Conference on Applications of Computer Vision, IEEE, Lake Tahoe, NV, USA, pp. 494-502.

Gong, Y, Li, Z, Zhang, J, Liu, W, Zheng, Y & Kirsch, C 2018, 'Network-wide Crowd Flow Prediction of Sydney Trains via customized Online Non-negative Matrix Factorization', ACM International Conference on Information and Knowledge Management, ACM DL, Turin, Italy.

Gu, S, Lu, Y, Zhang, L & Zhang, J 2017, 'RGB-D Tracking Based on Kernelized Correlation Filter with Deep Features', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), International Conference on Neural Information Processing Conference on Neural Information Processing, SpringerLink, Guangzhou, China, pp. 105-113.

Jiang, Z, Huynh, DQ, Zhang, J, Qiang, W & Zhang, J 2017, 'Part-based Data Association for Visual Tracking', Proceedings of Digital Image Computing: Techniques and Applications (DICTA), 2017 International Conference on, International Conference on Digital Image Computing: Techniques and Applications, IEEE, Sydney, NSW, Australia, pp. 1-8.

Kusakunniran, W, Wu, Q & Zhang, J 2017, 'Action Recognition based on Correlated Codewords of Body Movements', Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA), International Conference on Digital Image Computing: Techniques and Applications, IEEE, Sydney, Australia, pp. 1-8.

Kusakunniran, W, Wul, Q, Ritthipravad, P & Zhang, J 2017, 'Three-stages hard exudates segmentation in retinal images', 2017 9th International Conference on Information Technology and Electrical Engineering, ICITEE 2017, 2017 9th International Conference on Information Technology and Electrical Engineering, IEEE, Phuket, Thailand, pp. 1-6.

Xin, JN, Du, X & Zhang, J 2017, 'Deep learning for robust outdoor vehicle visual tracking', Proceedings - IEEE International Conference on Multimedia and Expo, IEEE International Conference on Multimedia and Expo, IEEE, Hong Kong, China, pp. 613-618.

Yao, L, Kusakunniran, W, Wu, Q, Zhang, J & Tang, Z 2017, 'Robust Gait Recognition under Unconstrained Environments using Hybrid Descriptions', Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA), International Conference on Digital Image Computing: Techniques and Applications, IEEE, Sydney, Australia.

Zhao, M, Zhang, J, Porikli, F, Zhang, C & Zhang, W 2017, 'Learning a perspective-embedded deconvolution network for crowd counting', 2017 IEEE International Conference on Multimedia and Expo (ICME), IEEE International Conference on Multimedia and Expo, IEEE, Hong Kong, China, pp. 403-408.

Zuo, Y, Wu, Q & Zhang, J 2017, 'Minimum spanning forest with embedded edge inconsistency measurement for color-guided depth map upsampling', 2017 IEEE International Conference on Multimedia and Expo, IEEE, Hong Kong, China.

Yao, Y., Zhang, J., Shen, F., Hua, X., Xu, J. & Tang, Z. 2016, 'Automatic image dataset construction with multiple textual metadata', Proceedings - IEEE International Conference on Multimedia and Expo.

Wu, S., Jing, X.Y., Yue, D., Zhang, J., Yang, K.J. & Yang, J. 2016, 'Unsupervised visual domain adaptation via dictionary evolution', Proceedings - IEEE International Conference on Multimedia and Expo.

Zhou, T., Lu, Y., Di, H. & Zhang, J. 2016, 'Video object segmentation aggregation', Proceedings - IEEE International Conference on Multimedia and Expo (ICME) 2016, Proceedings - IEEE International Conference on Multimedia and Expo, Seattle.

Zhao, Y., Di, H., Zhang, J., Lu, Y. & Lv, F. 2016, 'Recognizing human actions from low-resolution videos by region-based mixture models', Proceedings - IEEE International Conference on Multimedia and Expo.

Zuo, Y., Wu, Q., Zhang, J. & An, P. 2016, 'Explicit modeling on depth-color inconsistency for color-guided depth up-sampling', Proceedings - IEEE International Conference on Multimedia and Expo.

Yao, Y., Hua, X.S., Shen, F., Zhang, J. & Tang, Z. 2016, 'A domain robust approach for image dataset construction', MM 2016 - Proceedings of the 2016 ACM Multimedia Conference, pp. 212-216.

Yao, Y., Zhang, J., Hua, X.S., Shen, F. & Tang, Z. 2016, 'Extracting visual knowledge from the internet: Making sense of image data', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 862-873.

Zhang, J., Zhang, J., Lu, J., Shen, C., Curr, K., Phua, R., Neville, R. & Edmonds, E. 2016, 'SLNSW-UTS: A Historical Image Dataset for Image Multi-Labeling and Retrieval', 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016, International Conference on Digital Image Computing: Techniques and Applications (DICTA), IEEE, Gold Coast, Australia, pp. 1-6.

Wang, Y., Zhang, J., Liu, Z., Wu, Q., Chou, P., Zhang, Z. & Jai, Y. 2014, 'Completed Dense Scene Flow in RGB-D Space', Computer Vision - ACCV 2014 Workshops, Asian Conference on Computer Vision Workshops, Springer International Publishing, Singapore, pp. 191-205.

Liu, X., Wang, L., Ying, J., Dou, Y. & Zhang, J. 2015, 'Absent Multiple Kernel Learning', Twenty-Ninth AAAI Conference on Artificial Intelligence, AAAI Conference on Artificial Intelligence (AAAI-15), AAAI Publications.

Huang, S., Zhang, P., Lu, D. & Hua, D. 2015, 'Social Friend Recommendation Based on Network Correlation and Feature Co-Clustering', ICMR '15 Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, ACM international Conference on Multimedia Retrieval, ACM New York, NY, USA ©2015, Shanghai, pp. 315-322.

Huang, X., Yuan, C. & Zhang, J. 2015, 'Graph Cuts Stereo Matching Based on Patch-Match and Ground Control Points Constraint', Advances in Multimedia Information Processing (LNCS), Pacific-Rim Conference on Multimedia, Springer, Gwangju, South Korea, pp. 14-23.

Huang, X., Zhang, J., Wu, Q., Yuan, C. & Fan, L. 2015, 'Dense Correspondence Using Non-local DAISY Forest', Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA), International Conference on Digital Image Computing: Techniques and Applications (DICTA), IEEE, Adelaide, pp. 1-8.

Xu, W., Miao, Z., Zhang, J. & Tian, Y. 2014, 'Learning spatio-temporal features for action recognition with modified hidden conditional random field', Computer Vision - ECCV 2014 Workshops: Zurich, Switzerland, September 6-7 and 12, 2014, Proceedings, Part I, European Conference on Computer Vision, Springer International Publishing, Zurich; Switzerland, pp. 786-801.

Zhao, M., Zhang, C., Zhang, W., Li, W. & Zhang, J. 2015, 'Decorrelation-Stretch based Cloud Detection for Total Sky Images', Visual Communications and Image Processing (VCIP), 2015, 2015 Visual Communications and Image Processing (VCIP 2015), IEEE, Singapore.

Wang, Y., Di, H., Wang, B., Liang, W., Zhang, J. & Jia, Y. 2014, 'Depth Super-Resolution by Fusing Depth Imaging and Stereo Vision with Structural Determinant Information Inference', 2014 22nd International Conference on Pattern Recognition (ICPR), International Conference on Pattern Recognition (ICPR), IEEE, Stockholm, Sweden, pp. 4212-4217.

Huang, S., Zhang, J., Liu, X. & Wang, L. 2014, 'A method of discriminative information preservation and in-dimension distance minimization method for feature selection', Proceedings - International Conference on Pattern Recognition, pp. 1615-1620.

Peng, F., Wu, Q., Fan, L., Zhang, J., You, Y., Lu, J. & Yang, J. 2014, 'Street view cross-sourced point cloud matching and registration', Proceedings of the 21st IEEE International Conference on Image Processing, 21st IEEE International Conference on Image Processing, IEEE, Paris, France, pp. 2026-2030.

Guo, D., Zhang, J., Xu, M., He, X., Li, M. & Zhao, C. 2014, 'A Multiple Features Distance Preserving (MFDP) Model for Saliency Detection', Bouzerdoum, International Conference on Digital Image Computing: Techniques and Applications, IEEE, Wollongong.

Wang, D., Yuan, C., Sun, Y., Zhang, J. & Zhou, H. 2014, 'Fast Mode and Depth Decision Algorithm for Intra Prediction of Quality SHVC', Intelligent Computing Theory, ICIC 2014, Springer International Publishing, Taiyuan, China, pp. 693-699.

Liu, X., Wang, L., Zhang, J. & Yin, J. 2014, 'Sample-adaptive Multiple Kernel Learning', Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, AAAI Conference on Artificial Intelligence (AAAI-14), AAAI Publication, Québec, Canada, pp. 1975-1981.

Xu, J., Wu, Q., Zhang, J., Silk, B., Ngo, G.T. & Tang, Z. 2014, 'Efficient People Counting With Limited Manual Interfaces', 2014 International Conference on Digital lmage Computing: Techniques and Applications (DlCTA), International Conference on Digital Image Computing: Techniques and Applications (DICTA), IEEE, Wollongong, NSW, Australia.

Guo, D., Zhang, J., Liu, X., Cui, Y. & Zhao, C. 2014, 'Multiple Kernel Learning Based Multi-view Spectral Clustering', 2014 22nd International Conference on Pattern Recognition (ICPR), International Conference on Pattern Recognition (ICPR), IEEE, Stockholm, Sweden, pp. 3774-3779.

Song, Y., Zhang, J., Cao, L. & Sangeux, M. 2013, 'On Discovering the Correlated Relationship between Static and Dynamic Data in Clinical Gait Analysis', Lecture Notes in Computer Science, Springer, Prague, Czech Republic, pp. 563-578.

wang, S., Zhang, J. & Miao, Z. 2013, 'A New Edge Feature for head-shoulder Detection', 2013 IEEE International Conference on Image Processing, IEEE International Conference on Image Processing, Piscataway, NJ, Melbourne, Australia, pp. 2822-2826.

Xu, J., Wu, Q., Zhang, J., Shen, F. & Tang, Z. 2013, 'Training boosting-like algorithms with Training boosting-like algorithms with', 2013 IEEE International Conference on Image Processing, IEEE, Melbourne, Australia, pp. 4302-4306.

Kusakunniran, W., satoh, S., Zhang, J. & Wu, Q. 2013, 'Attribute-based learning for large scale object classification', 2013 IEEE International Conference on Multimedia and Expo, IEEE, San Jose, California, USA, pp. 1-6.

wang, S., Miao, Z. & Zhang, J. 2013, 'Simultaneously detect and segment pedestrian', 2013 IEEE International Conference on Multimedia and Expo, IEEE International Conference on Multimedia and Expo, IEEE, San Jose, USA, pp. 1-4.

Shen, Y., Miao, Z. & Zhang, J. 2012, 'Unsupervised Online Learning Trajectory Analysis Based on Weighted Directed Graph', 2012 21st International Conference on Pattern Recognition (ICPR), International Conference on Pattern Recognition, IEEE, Tsukuba, Japan, pp. 1306-1309.

Zhang, J., Lu, S., Mei, T., Wang, J., Wang, Z., Feng, D., Sun, J. & Li, S. 2012, 'Browse-to-search', Browse-to-search, 2012 ACM Multimedia Conference, ACM, Nara, Japan, pp. 1323-1324.

Zhang, J., Wu, Y., Lu, S., Mei, T. & Li, S. 2012, 'Local visual words coding for low bit rate mobile visual search', Local visual words coding for low bit rate mobile visual search, 2012 ACM Multimedia Conference, ACM, Nara, Japan., pp. 989-992.

Xu, J., Wu, Q., Zhang, J. & Tang, Z. 2013, 'Object Detection Based on Co-Ocurrence GMuLBP Features', 2012 IEEE International Conference on Multimedia and Expo, 2012 IEEE International Conference on Multimedia and Expo, IEEE Computer Society, 2012 IEEE International Conference on Multimedia and Expo, pp. 943-948.

Quek, A., Wang, Z., Zhang, J. & Feng, D. 2011, 'Structural Image Classification with Graph Neural Networks', Proceedings of 2011 International Conference on Digital Image Computing - Techniques and Applications, IEEE, Noosa, Queensland, Australia, pp. 416-421.

Kusakunniran, W., Wu, Q., Zhang, J. & Li, H. 2011, 'Pairwise Shape configuration-based PSA for gait recognition under small viewing angle change', 2011 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), The 8th IEEE International Conference Advanced Video and Signal-Based Surveillance, IEEE, Klagenfurt, Austria, pp. 17-22.

Zhang, J. & Liu, X. 2011, 'Active Learning for Human Action Recognition with Gaussian Processes', Proceedings of 2011 International Conference on Image Processing, IEEE International Conference on Image Processing, IEEE, Brussels, Belgium, pp. 3253-3256.

Li, Z., Wu, Q., Zhang, J. & Geers, G. 2011, 'SKRWM based descriptor for pedestrian detection in thermal images', 2011 IEEE 13th International Workshop on Multimedia Signal Processing (MMSP), IEEE, Hangzhou, China, pp. 1-6.

Kusakunniran, W., Wu, Q., Zhang, J. & Li, H. 2011, 'Speed-invariant gait recognition based on Procrustes Shape Analysis using higher-order shape configuration', 2011 18th IEEE International Conference on Image Processing (ICIP), IEEE, Brussels, Belgium, pp. 545-548.

Paisitkriangkrai, S., Shen, C. & Zhang, J. 2010, 'Face detection with effective feature extraction', Computer Vision ACCV 2010, 10th Asian Conference on Computer Vision, ACCV 2010, NA, Queenstown, New Zealand, pp. 460-470.

Kusakunniran, W., Wu, Q., Zhang, J. & Li, H. 2010, 'Multi-view Gait Recognition Based on Motion Regression using Multilayer Perceptron', Proceedings: 2010 20th International Conference Pattern Recognition (ICPR 2010), International Conference Pattern Recognition, IEEE Computer Society, Istanbul Turkey, pp. 2186-2189.

Kusakunniran, W., Wu, Q., Zhang, J. & Li, H. 2010, 'Support Vector Regression for Multi-view Gait Recognition Based on Local Motion Feature Selection', 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE Conference on Computer Vision and Pattern Recognition, IEEE Computer Society, San Francisco CA, USA, pp. 974-981.

Li, Z., Zhang, J., Wu, Q. & Geers, G.D. 2010, 'Feature Enhancement Using Gradient Salience on Thermal Image', Proceedings. 2010 Digital Image Computing: Techniques and Applications (DICTA 2010), Digital Image Computing: Techniques and Applications, IEEE Computer Society, Sydney, Australia, pp. 556-562.

Saesue, W., Chou, C. & Zhang, J. 2010, 'Cross-layer QoS-optimized EDCA adaptation for wireless video streaming', Proceedings of 2010 IEEE 17th International Conference on Image Processing, IEEE International Conference on Image Processing, IEEE, Hong Kong, pp. 2925-2928.

Thi, T., Zhang, J., Cheng, L., Wang, L. & Satoh, S. 2010, 'Human action recognition and localization in video using structured learning of local space-time features', 2010 Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, Advanced Video and Signal Based Surveillance, IEEE, Boston, MA, pp. 204-211.

Thi, T., Cheng, L., Zhang, J. & Wang, L. 2010, 'Implicit motion-shape model: A generic approach for action matching', Proceedings of 2010 IEEE 17th International Conference on Image Processing, IEEE International Conference on Image Processing, IEEE, Hong Kong, pp. 1477-1480.

Wang, W., Zhang, J. & Shen, C. 2010, 'Improved human detection and classification in thermal images', Proceedings - International Conference on Image Processing, ICIP, IEEE International Conference on Image Processing, IEEE, Hong Kong, pp. 2313-2316.

Paisitkriangkrai, S., Mei, T., Zhang, J. & Hua, X. 2010, 'Scalable clip-based near-duplicate video detection with ordinal measure', CIVR 2010 - 2010 ACM International Conference on Image and Video Retrieval, ACM International Conference on Image and Video Retrieval, ACM-CIVR 2010, NA, Xi'an, pp. 121-128.

Thi, T., Cheng, L., Zhang, J., Wang, L. & Satoh, S. 2010, 'Weakly supervised action recognition using implicit shape models', Proceedings - International Conference on Pattern Recognition, 2010 20th International Conference on Pattern Recognition, ICPR 2010, IEEE, Istanbul, pp. 3517-3520.

Wang, L., Cheng, L., Thi, T.H. & Zhang, J. 2010, 'Human Action Recognition from Boosted Pose Estimation', 2010 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Digital Image Computing Techniques and Applications, IEEE, Sydney, NSW, pp. 308-313.

Khan, A., Zhang, J. & Wang, Y. 2010, 'Appearance-based re-identification of people in video', Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010, pp. 357-362.

Zhang, J., Shen, C. & Geers, G. 2010, 'Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010: Preface', Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010.

Kusakunniran, W., Wu, Q., Li, H. & Zhang, J. 2009, 'Automatic gait recognition using weighted binary pattern on video', Proceedings of Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, Advanced Video and Signal Based Surveillance, IEEE Computer Society, Genoa, Italy, pp. 49-54.

Kusakunniran, W., Wu, Q., Li, H. & Zhang, J. 2009, 'Multiple Views Gait Recognition using View Transformation Model Based on Optimized Gait Energy Image', Proceedings of 2009 IEEE 12th International Conference on Computer Vision Workshops, IEEE International Conference on Computer Vision Workshops, IEEE, Kyoto, Japan, pp. 1058-1064.

Kusakunniran, W., Li, H. & Zhang, J. 2009, 'A direct method to self-calibrate a surveillance camera by observing a walking pedestrian', 2009 Digital Image Computing: Techniques and Applications, Digital Image Computing Techniques and Applications, IEEE, Melbourne, VIC, pp. 250-255.

Wang, W., Shen, C., Zhang, J. & Paisitkriangkrai, S. 2009, 'A two-layer night-time vehicle detector', 2009 Digital Image Computing: Techniques and Applications, Digital Image Computing Techniques and Applications, IEEE, Melbourne, VIC, pp. 162-167.

Paisitkriangkrai, S., Shen, C. & Zhang, J. 2009, 'Efficiently training a better visual detector with sparse eigenvectors', 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009, IEEE Conference on Computer Vision and Pattern Recognition, IEEE, Miami, FL, pp. 1129-1136.

Thi, T., Lu, S., Zhang, J., Cheng, L. & Wang, L. 2009, 'Human body articulation for action recognition in video sequences', 6th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2009, IEEE International Conference on Video and Signal Based Surveillance (AVSS), IEEE, Genova, pp. 92-97.

Zhang, J., Paisitkriangkrai, S. & Shen, C. 2009, 'An overview of fast pedestrian detection: Feature selection and cascade framework of boosted features', Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009, pp. 1566-1567.

Ong, C., Lu, S. & Zhang, J. 2008, 'An approach for enhancing the results of detecting foreground objects and their moving shadows in surveillance video', Digital Image Computing: Techniques and Applications, Digital Image Computing Techniques and Applications, IEEE, Canberra, ACT, pp. 242-249.

Paisitkriangkrai, S., Shen, C. & Zhang, J. 2008, 'An experimental study on pedestrian classification using local features', Proceedings - IEEE International Symposium on Circuits and Systems, IEEE International Symposium on Circuits and Systems, IEEE, Seattle, WA, pp. 2741-2744.

Yu, J., Zhang, J., Sun, W., Yuan, L. & Peng, G. 2008, 'Crosstalk analysis of a smart sensor unit based on FBG and FOWLI', Proceedings of SPIE - The International Society for Optical Engineering, 19th International Conference on Optical Fibre Sensors, NA, Perth, WA, pp. 0-0.

Luo, C., Cai, X. & Zhang, J. 2008, 'GATE: A novel robust object tracking method using the particle filtering and level set method', Digital Image Computing: Techniques and Applications, Digital Image Computing Techniques and Applications, IEEE, Canberra, ACT, pp. 378-385.

Saesue, W., Zhang, J. & Chun, T. 2008, 'Hybrid frame-recursive block-based distortion estimation model for wireless video transmission', Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, MMSP 2008, IEEE International Workshop on Multimedia Signal Processing, IEEE, Cairns, QLD, pp. 774-779.

Luo, C., Cai, X. & Zhang, J. 2008, 'Robust object tracking using the particle filtering and level set methods: A comparative experiment', Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, MMSP 2008, IEEE International Workshop on Multimedia Signal Processing, IEEE, Cairns, QLD, pp. 359-364.

Thi, T., Lu, S. & Zhang, J. 2008, 'Self-calibration of traffic surveillance camera using motion tracking', Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, IEEE Conference on Intelligent Transportation Systems, IEEE, Beijing, China, pp. 304-309.

Thi, T., Robert, K., Lu, S. & Zhang, J. 2008, 'Vehicle classification at nighttime using eigenspaces and support vector machine', 2008 Congress on Image and Signal Processing, International Congress on Image and Signal Processing (CISP), IEEE, Sanya, Hainan, pp. 422-426.

Paisitkriangkra, S., Shen, C. & Zhang, J. 2008, 'Real-time Pedestrian Detection Using a Boosted Multi-layer Classifier', The Eighth International Workshop on Visual Surveillance, in conjunction with European Conference on Computer Vision (ECCV'08), 2008, IEEE International Workshop on Visual Surveillance, Institute of Electrical and Electronics Engineers, Marseille France.

Feng, D., Sikora, T., Siu, W.C., Zhang, J., Guan, L. & Dugelay, J.L. 2008, 'Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, MMSP 2008: Preface', Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, MMSP 2008.

Shen, C., Paisitkriangkrai, S. & Zhang, J. 2008, 'Face detection from few training examples', Proceedings - International Conference on Image Processing, ICIP, pp. 2764-2767.

Lu, S., Zhang, J. & Feng, D. 2007, 'An efficient method for detecting ghost and left objects in surveillance video', 2007 IEEE Conference on Advanced Video and Signal Based Surveillance, AVSS 2007 Proceedings, 2007 IEEE Conference on Advanced Video and Signal Based Surveillance, AVSS 2007, NA, London, pp. 540-545.

Paisitkriangkrai, S., Shen, C. & Zhang, J. 2007, 'An experimental evaluation of local features for pedestrian classification', Proceedings - Digital Image Computing Techniques and Applications: 9th Biennial Conference of the Australian Pattern Recognition Society, DICTA 2007, Australian Pattern Recognition Society (APRS), NA, Glenelg, SA, pp. 53-60.

Lu, S., Zhang, J. & Feng, D. 2006, 'A knowledge-based approach for detecting unattended packages in surveillance video', Proceedings - IEEE International Conference on Video and Signal Based Surveillance 2006, AVSS 2006, IEEE International Conference on Video and Signal Based Surveillance 2006, AVSS 2006, NA, Sydney, NSW, pp. 0-0.

Chen, J., Shen, J., Zhang, J. & Wangsa, K. 2006, 'A novel multimedia database system for efficient image/video retrieval based on hybrid-tree structure', Proceedings of the 2006 International Conference on Machine Learning and Cybernetics, 2006 International Conference on Machine Learning and Cybernetics, NA, Dalian, pp. 4353-4358.

Mathew, R., Yu, Z. & Zhang, J. 2006, 'Detecting new stable objects in surveillance video', 2005 IEEE 7th Workshop on Multimedia Signal Processing, 2005 IEEE 7th Workshop on Multimedia Signal Processing, MMSP 2005, NA, Shanghai, pp. 0-0.

Lu, S., Zhang, J. & Feng, D. 2005, 'Classification of moving humans using eigen-features and support vector machines', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11th International Conference on Computer Analysis of Images and Patterns, CAIP 2005, NA, Versailles, pp. 522-529.

Journal Articles

Cheng, H, Zhang, J, Wu, Q & An, P 2019, 'A computational model for stereoscopic visual saliency prediction', IEEE Transactions on Multimedia, vol. 21, no. 3, pp. 678-689.

Huang, X, Fan, L, Wu, Q, Zhang, J & Yuan, C 2019, 'Fast registration for cross-source point clouds by using weak regional affinity and pixel-wise refinement', Proceedings - IEEE International Conference on Multimedia and Expo, vol. 2019-July, pp. 1552-1557.

Huang, Y, Xu, J, Wu, Q, Zheng, Z, Zhang, Z & Zhang, J 2019, 'Multi-pseudo Regularized Label for Generated Data in Person Re-Identification.', IEEE Transactions on Image Processing, vol. 28, no. 3, pp. 1391-1403.

Shen, W, Wu, Y, Yuan, J, Duan, L, Zhang, J & Jia, Y 2019, 'Robust Distracter-Resistive Tracker via Learning a Multi-Component Discriminative Dictionary', IEEE Transactions on Circuits and Systems for Video Technology.

Wang, Y, Shuai, Y, Zhu, Y, Zhang, J & An, P 2019, 'Jointly learning perceptually heterogeneous features for blind 3D video quality assessment', Neurocomputing, vol. 332, pp. 298-304.

Yang, D, Zou, YX, Zhang, J & Li, G 2019, 'C-RPNs: Promoting object detection in real world via a cascade structure of Region Proposal Networks', Neurocomputing.

Yao, L, Kusakunniran, W, Wu, Q, Zhang, J, Tang, Z & Yang, W 2019, 'Robust gait recognition using hybrid descriptors based on Skeleton Gait Energy Image', Pattern Recognition Letters.

Yao, Y, Shen, F, Zhang, J, Liu, L, Tang, Z & Shao, L 2019, 'Extracting Multiple Visual Senses for Web Learning', IEEE Transactions on Multimedia, vol. 21, no. 1, pp. 184-196.

Yao, Y, Shen, F, Zhang, J, Liu, L, Tang, Z & Shao, L 2019, 'Extracting Privileged Information for Enhancing Classifier Learning', IEEE Transactions on Image Processing, vol. 28, no. 1, pp. 436-450.

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