Article

Wang, J. and Yuan, C. and Li, B. and Deng, Y. and Hu, W. and Maybank, Stephen (2023) Self-prior guided pixel adversarial networks for blind image inpainting. IEEE Transactions on Pattern Analysis and Machine Intelligence , ISSN 0162-8828.

Li, B. and Qin, H. and Xiong, W. and Li, Y. and Feng, S. and Hu, W. and Maybank, Stephen (2023) Ranking-based color constancy with limited training samples. IEEE Transactions on Pattern Analysis and Machine Intelligence , ISSN 0162-8828.

Liu, Y. and Cao, J. and LI, B. and Hu, W. and Maybank, Stephen (2023) Learning to explore distillability and sparsability: a joint framework for model compression. IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (3), pp. 3378-3395. ISSN 0162-8828.

Hu, W. and Liu, H. and Du, Y. and Yuan, C. and Li, B. and Maybank, Stephen (2022) Interaction-aware spatio-temporal pyramid attention networks for action classification. IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (10), pp. 7010-7028. ISSN 0162-8828.

Yang, H. and Yuan, C. and Zhang, L. and Sun, Y. and Hu, W. and Maybank, Stephen J. (2020) STA-CNN: convolutional spatial-temporal attention learning for action recognition. IEEE Transactions on Image Processing 29 , pp. 5783-5793. ISSN 1057-7149.

Gao, J. and Wang, Q. and Xing, J. and Ling, H. and Hu, W. and Maybank, Stephen J. (2020) Tracking-by-fusion via Gaussian Process Regression extended to transfer learning. IEEE Transactions on Pattern Analysis and Machine Intelligence 42 (4), pp. 939-955. ISSN 0162-8828.

Hu, W. and Shi, X. and Zhou, Z. and Xing, J. and Ling, H. and Maybank, Stephen J. (2020) Dual L1-normalized context aware tensor power iteration and its applications to multi-object tracking and multi-graph matching. International Journal of Computer Vision 128 , pp. 360-392. ISSN 0920-5691.

Luo, G. and Wei, J. and Hu, W. and Maybank, Stephen J. (2019) Tangent Fisher vector on matrix manifolds for action recognition. IEEE Transactions on Image Processing 29 , pp. 3052-3064. ISSN 1057-7149.

Wang, Q. and Teng, Z. and Xing, J. and Gao, J. and Hu, W. and Maybank, Stephen J. (2018) Learning attentions: residual attentional Siamese Network for high performance online visual tracking. IEEE Computer Society Conference on Computer Vision and Pattern Recognition , ISSN 1063-6919.

Hu, W. and Gao, J. and Wu, O. and Du, J. and Maybank, Stephen J. (2018) Anomaly detection using local kernel density estimation and context-based regression. IEEE Transactions on Knowledge and Data Engineering 32 (2), pp. 218-233. ISSN 1041-4347.

Yang, H. and Yuan, C. and Li, B. and Du, Y. and Xing, J. and Hu, W. and Maybank, Stephen J. (2018) Asymmetric 3D Convolutional Neural Networks for Action Recognition. Pattern Recognition 85 , pp. 1-12. ISSN 0031-3203.

Hu, W. and Wu, B. and Wang, P. and Yuan, C. and Li, Y. and Maybank, Stephen J. (2018) Context-dependent random walk graph kernels and tree pattern graph matching kernels with applications to action recognition. IEEE Transactions on Image Processing , pp. 5060-5075. ISSN 1057-7149.

Hu, W. and Fan, Y. and Xing, J. and Sun, L. and Cai, Z. and Maybank, Stephen J. (2018) Deep constrained siamese hash coding network and load-balanced locality-sensitive hashing for near duplicate image detection. IEEE Transactions on Image Processing 27 (9), pp. 4452-4464. ISSN 1057-7149.

Li, B. and Yuan, C. and Xiong, W. and Hu, W. and Peng, H. and Ding, X. and Maybank, Stephen J. (2017) Multi-view multi-instance learning based on joint sparse representation and multi-view dictionary learning. IEEE Transactions on Pattern Analysis and Machine Intelligence 39 (12), pp. 2554-2560. ISSN 0162-8828.

Hu, W. and Tian, G. and Kang, Y. and Yuan, C. and Maybank, Stephen J. (2017) Dual sticky hierarchical Dirichlet process hidden Markov model and its application to natural language description of motions. IEEE Transactions on Pattern Analysis and Machine Intelligence (99), ISSN 0162-8828.

Li, K. and Xing, J. and Hu, W. and Maybank, Stephen J. (2017) D2C: deep cumulatively and comparatively learning for human age estimation. Pattern Recognition 66 , pp. 95-105. ISSN 0031-3203.

Hu, W. and Gao, J. and Xing, J. and Zhang, C. and Maybank, Stephen J. (2017) Semi-supervised tensor-based graph embedding learning and its application to visual discriminant tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence 39 (1), pp. 172-188. ISSN 0162-8828.

Yuan, C. and Wu, B. and Li, X. and Hu, W. and Maybank, Stephen J. and Wang, F. (2016) Fusing R features and local features with context-aware kernels for action recognition. International Journal of Computer Vision 118 (2), pp. 151-171. ISSN 0920-5691.

Peng, H. and Li, B. and Ling, H. and Hu, W. and Xiong, W. and Maybank, Stephen J. (2016) Salient Object Detection via Structured Matrix Decomposition. IEEE Transactions on Pattern Analysis and Machine Intelligence 99 , ISSN 0162-8828.

Hu, W. and Ding, X. and Li, B. and Wang, J. and Gao, Y. and Wang, F. and Maybank, Stephen J. (2016) Multi-perspective cost-sensitive context-aware multi-instance sparse coding and its application to sensitive video recognition. IEEE Transactions on Multimedia 18 (1), pp. 76-89. ISSN 1520-9210.

Li, B. and Xiong, W. and Wu, O. and Hu, W. and Maybank, Stephen J. and Yan, S. (2015) Horror image recognition based on context-aware multi-instance learning. IEEE Transactions on Image Processing 24 (12), pp. 5193-5205. ISSN 1057-7149.

Zhang, X. and Hu, W. and Xie, N. and Bao, H. and Maybank, Stephen J. (2015) A robust tracking system for low frame rate video. International Journal of Computer Vision 115 (3), pp. 279-304. ISSN 0920-5691.

Luo, G. and Yang, S. and Tian, G. and Yuan, C. and Hu, W. and Maybank, Stephen J. (2014) Learning human actions by combining global dynamics and local appearance. IEEE Transactions on Pattern Analysis and Machine Intelligence 36 (12), pp. 2466-2482. ISSN 0162-8828.

Hu, W. and Li, W. and Zhang, X. and Maybank, Stephen J. (2014) Single and multiple object tracking using a multi-feature joint sparse representation. IEEE Transactions on Pattern Analysis and Machine Intelligence 37 (4), pp. 816-833. ISSN 0162-8828.

Hu, W. and Xie, N. and Hu, R. and Ling, H. and Chen, Q. and Yan, S. and Maybank, Stephen J. (2014) Bin ratio-based histogram distances and their application to image classification. IEEE Transactions on Pattern Analysis and Machine Intelligence 36 (12), pp. 2338-2352. ISSN 0162-8828.

Yuan, C. and Li, X. and Hu, W. and Ling, H. and Maybank, Stephen J. (2014) Modeling geometric-temporal context with directional pyramid co-occurrence for action recognition. IEEE Transactions on Image Processing 23 (2), pp. 658-672. ISSN 1057-7149.

Hu, W. and Hu, R. and Xie, N. and Ling, H. and Maybank, Stephen J. (2014) Image classification using multiscale information fusion based on saliency driven nonlinear diffusion filtering. IEEE Transactions on Image Processing 23 (4), pp. 1513-1526. ISSN 1057-7149.

Zhang, X. and Li, Wei and Hu, W. and Ling, H. and Maybank, Stephen J. (2013) Block covariance based l1 tracker with a subtle template dictionary. Pattern Recognition 46 (7), pp. 1750-1761. ISSN 0031-3203.

Hu, W. and Zhou, X. and Li, Wei and Luo, W. and Zhang, X. and Maybank, Stephen J. (2013) Active contour-based visual tracking by integrating colors, shapes and motions. IEEE Transactions on Image Processing 22 (5), pp. 1778-1792. ISSN 1057-7149.

Zhang, X. and Hu, W. and Bao, H. and Maybank, Stephen J. (2013) Robust head tracking based on multiple cues fusion in the Kernel-Bayesian framework. IEEE Transactions on Circuits and Systems for Video Technology 23 (7), pp. 1197-1208. ISSN 1051-8215.

Hu, W. and Li, X. and Tian, G. and Maybank, Stephen J. and Zhang, Z. (2013) An incremental DPMM-based method for trajectory clustering, modeling, and retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (5), pp. 1051-1065. ISSN 0162-8828.

Wu, O. and Hu, W. and Maybank, Stephen J. and Zhu, M. and Li, B. (2012) Efficient clustering aggregation based on data fragments. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 42 (3), pp. 913-926. ISSN 1083-4419.

Hu, W. and Li, X. and Luo, W. and Zhang, X. and Maybank, Stephen J. and Zhang, Z. (2012) Single and multiple object tracking using log-Euclidean Riemannian subspace and block-division appearance model. IEEE Transactions on Pattern Analysis and Machine Intelligence 34 (12), pp. 2420-2440. ISSN 0162-8828.

Zhang, X. and Shi, X. and Hu, W. and Li, Xi and Maybank, Stephen J. (2011) Visual tracking via dynamic tensor analysis with mean update. Neurocomputing 74 (17), pp. 3277-3285. ISSN 0925-2312.

Hu, W. and Li, Xi and Zhang, X. and Shi, X. and Maybank, Stephen J. and Zhang, Z. (2011) Incremental tensor subspace learning and its applications to foreground segmentation and tracking. International Journal of Computer Vision 91 (3), pp. 303-327. ISSN 0920-5691.

Hu, W. and Xie, N. and Li, L. and Zeng, X. and Maybank, Stephen J. (2011) A survey on visual content-based video indexing and retrieval. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews 41 (6), pp. 797-819. ISSN 1094-6977.

Zhang, X. and Hu, W. and Qu, W. and Maybank, Stephen J. (2010) Multiple object tracking via species-based particle swarm optimization. IEEE Transactions on Circuits and Systems for Video Technology 20 (11), pp. 1590-1602. ISSN 1051-8215.

Hu, W. and Hu, W. and Xie, N. and Maybank, Stephen J. (2009) Unsupervised active learning based on hierarchical graph-theoretic clustering. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 39 (5), pp. 1147-1161. ISSN 1083-4419.

Hu, W. and Hu, W. and Maybank, Stephen J. (2008) AdaBoost-based algorithm for network intrusion detection. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 38 (2), pp. 577-583. ISSN 1083-4419.

Hu, W. and Xiao, X. and Fu, Z. and Xie, D. and Tan, T. and Maybank, Stephen J. (2006) A system for learning statistical motion patterns. IEEE Transactions on Pattern Analysis and Machine Intelligence 28 (9), 1450 -1464.. ISSN 0162-8828.

Book Section

Zhang, M. and Wang, Q. and Xing, J. and Gao, J. and Peng, P. and Hu, W. and Maybank, Stephen J. (2018) Visual tracking via spatially aligned correlation filters network. In: Ferrari, V. and Hebert, M. and Sminchisescu, C. and Weiss, Y. (eds.) Computer Vision – ECCV 2018: 15th European Conference, Munich, Germany, September 8–14, 2018, Proceedings, Part III. Lecture Notes in Computer Science 11207. Springer, pp. 484-500. ISBN 9783030012182.

Wang, Q. and Zhang, M. and Xing, J. and Gao, J. and Hu, W. and Maybank, Stephen J. (2018) Do not lose the details: reinforced representation learning for high performance visual tracking. In: Lang, J. (ed.) Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence. ISBN 9780999241127.

Du, Y. and Yuan, C. and Hu, W. and Maybank, Stephen J. (2017) Spatio-temporal self-organizing map deep network for dynamic object detection from videos. In: UNSPECIFIED (ed.) IEEE Conference on Computer Vison and Pattern Recognition 2017. IEEE Computer Society. ISBN 9781538604588.

Yuan, C. and Hu, W. and Li, X. and Maybank, Stephen J. and Luo, G. (2010) Human action recognition under Log-Euclidean Riemannian metric. In: Zha, H. and Taniguchi, R.-i. and Maybank, Stephen J. (eds.) Computer Vision – ACCV 2009. Lecture Notes in Computer Science 5994. Berlin, Germany: Springer, pp. 343-353. ISBN 9783642123061.

Zhang, X. and Hu, W. and Maybank, Stephen J. (2010) A smarter particle filter. In: Zha, H and Taniguchi, R.-i. and Maybank, Stephen J. (eds.) Computer Vision. Berlin, Germany: Springer Verlag, pp. 236-246. ISBN 9783642123047.

Conference or Workshop Item

Zhang, X. and Hu, W. and Wang, X. and Kong, Y. and Xie, N. and Wang, H. and Ling, H. and Maybank, Stephen J. (2010) A swarm intelligence based searching strategy for articulated 3D human body tracking. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2010, 13-18 Jun 2010, San Francisco, U.S..

Zhang, X. and Li, C. and Tong, X. and Hu, W. and Maybank, Stephen J. and Zhang, Y. (2009) Efficient human pose estimation via parsing a tree structure based human model. In: IEEE 12th International Conference on Computer Vision: (ICCV 2009), 29 Sep - 02 Oct 2009, Kyoto, Japan.

Zhang, X. and Hu, W. and Maybank, Stephen J. and Li, X. and Zhu, M. (2008) Sequential particle swarm optimization for visual tracking. In: IEEE Conference on Computer Vision and Pattern Recognition, 2008: CVPR 2008, 23-28 June 2008, Anchorage, U.S..