Journal

Journal Papers

Y. Li, Y-Z. Song, T. Hospedales and S. Gong. Free-hand Sketch Synthesis with Deformable Stroke Models. International Journal of Computer Vision, in print, 2016.

Q. Yu, Y. Yang, F. Liu, Y-Z. Song, T. Xiang and T. Hospedales, Sketch-a-Net: a Deep Neural Network that Beats Humans, International Journal of Computer Vision (IJCV), to appear.

F. Zhao, Y. Huang, L. Wang, T. Xiang and T. Tan, Learning Relevance Restricted Boltzmann Machine for Unstructured Group Activity and Event Understanding, International Journal of Computer Vision (IJCV), to appear.

Z. Lu, Z. Fu, T. Xiang, P. Han, L. Wang and X. Gao, “Learning from Weak and Noisy Labels for Semantic Segmentation”, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), to appear.

X. Ma, X. Zhu, S. Gong, X. Xie, J. Hu, K-M. Lam and Y. Zhong. Person Re-Identification by Unsupervised Video Matching. Pattern Recognition, accepted, 2016.

X. Zhu, C.C. Loy and S. Gong. Constrained Clustering with Imperfect Oracles. IEEE Transactions on Neural Networks and Learning Systems, Vol. 27, No. 6, pp. 1345-1357, June 2016.

T. Wang, S. Gong, X. Zhu and S. Wang, Person Re-Identification by Discriminative Selection in Video Ranking. IEEE Transactions on Pattern Analysis and Machine Intelligence, in print, 2016.

X. Zhu, C.C. Loy and S. Gong. Learning from Multiple Sources for Video Summarisation. International Journal of Computer Vision, Vol. 117, No. 3, pp. 247-268, May 2016.

J-F. Hu, W-S. Zheng, J. Lai, S. Gong and T. Xiang. Exemplar-based Recognition of Human-Object Interactions. IEEE Transactions on Circuits and Systems for Video Technology, Vol. 26, No. 4, pp. 647-660, April 2016.

W-S. Zheng, S. Gong and T. Xiang. Towards Open-World Person Re-Identification by One-Shot Group-based Verification. IEEE Transactions on Pattern Analysis and Machine IntelligenceVol. 38, No. 3, pp. 591-606, March 2016.

X. Xu, T. Hospedales and S. Gong. Discovery of Shared Semantic Spaces for Multi-Scene Video Query and Summarisation. IEEE Transactions on Circuits and Systems for Video Technology, in print, 2015.

Fu, T. Hospedales, T. Xiang, J. Xiong, S. Gong, Y. Wang and Y. Yao. Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels. IEEE Transactions on Pattern Analysis and Machine IntelligenceVol. 38, No. 3, pp. 563-577, March 2016.

Y. Fu, T. Hospedales, T. Xiang and S. Gong. Transductive Multi-View Zero-Shot Learning. IEEE Transactions on Pattern Analysis and Machine IntelligenceVol. 37, No. 11, pp. 2332-2345, November 2015.

Y. Qi, J. Guo, Y. Song, T. Xiang, H. Zhang and Z. Tan, “Im2Sketch: Sketch generation by unconflicted perceptual grouping”, Neurocomputing, Vol. 165, pp. 338-349, Oct. 2015.

Y. Li, T. Hospedales, Y-Z. Song and S. Gong. Free-hand Sketch Recognition by Multi-Kernel Feature Learning. Computer Vision and Image Understanding, Vol. 137, pp. 1-11, August 2015.

Z. Shi, T. Hospedales and T. Xiang, Bayesian Joint Modelling for Object Localisation in Weakly Labelled Images, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 37, No. 22, pp. 1959-1972, October 2015.

C. Liu, S. Gong and C.C. Loy. On-the-fly Feature Importance Mining for Person Re-Identification. Pattern Recognition, Vol. 47, No. 4, pp. 1602-1615, April 2014.

Y. Fu, T. Hospedales, T. Xiang and S. Gong. Learning Multi-Modal Latent AttributesIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 36, No. 2, pp. 303-316, February 2014.

T. Haines and T. Xiang. Background Subtraction with Dirichlet Process Mixture Models, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 36, No. 4, pp.670-683, April 2014.

T. Haines and T. Xiang, Active Rare Class Discovery and Classification using Dirichlet Processes, International Journal of Computer Vision (IJCV), 106(3):315-331, Feb 2014.

R. Félez and T. Xiang. Uncooperative Gait Recognition by Learning to Rank, ,Pattern Recognition, 47(12):3793–3806, December 2014.

W-S. Zheng, S. Gong and T. Xiang. Re-identification by Relative Distance Comparison. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 35, No. 3, pp. 653-668, March 2013.

T. Hospedales, S. Gong and T. Xiang. Finding Rare Classes: Active Learning with Generative and Discriminative Models. IEEE Transactions on Knowledge and Data Engineering, Vol. 25, No. 2, pp. 374-386, February 2013.

C.C. Loy, T. Xiang and S. Gong. Incremental Activity Modelling in Multiple Disjoint Cameras. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 34, No. 9, pp. 1799-1813, September 2012.

T. Hospedales, S. Gong and T. Xiang. Video Behaviour Mining Using a Dynamic Topic Model. International Journal of Computer Vision, Vol. 98, No. 3, pp. 303-323, July 2012.

J. Li, S. Gong and T. Xiang. Learning Behavioural Context. International Journal of Computer Vision, Vol. 97, No. 3, pp. 276-304, May 2012.

W. Zheng, S. Gong and T. Xiang. Quantifying and Transferring Contextual Information in Object Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 34, No. 4, pp. 762-777, April 2012.

M. Bregonzio, T. Xiang and S. Gong. Fusing Appearance and Distribution Information of Interest Points for Action Recognition. Pattern Recognition, Vol. 45, No. 3, pp. 1220-1234, March 2012.

T. Hospedales, J. Li, S. Gong and T. Xiang. Identifying Rare and Subtle Behaviours: A Weakly Supervised Joint Topic Model. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 33, No. 12, pp. 2451-2464, December 2011.

C.C. Loy, T. Xiang and S. Gong. Detecting and Discriminating Behavioural Anomalies. Pattern Recognition, Vol. 44, No. 1, pp. 117-132, January 2011.

C.C. Loy, T. Xiang and S. Gong. Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding. International Journal of Computer Vision, Vol. 90, No. 1, pp. 106-129, October 2010.

K. Bashir, T. Xiang and S. Gong. Gait Recognition without Subject Cooperation. Pattern Recognition Letters, Vol. 31, No. 13, pp. 2052-2060, October 2010.

J. Zhang and S. Gong. Action Categorisation by Structural Probabilistic Latent Semantic Analysis. Computer Vision and Image Understanding, Vol. 114, No. 8, pp. 857-864, August 2010.

J. Zhang and S. Gong. Action Categorisation with Modified Hidden Conditional Random Field. Pattern Recognition, Vol. 43, No. 1, pp. 197-203, January 2010.

C. Shan, S. Gong and P. McOwan. Facial Expression Recognition based on Local Binary Patterns: A Comprehensive Study. Image and Vision Computing, Vol. 27, No. 6, pp. 803-816, May 2009. 2nd Most Cited IVC paper

J. Zhang and S. Gong. People Detection in Low-Resolution Video with Non-Stationary Background. Image and Vision Computing, Vol. 27, No. 4, pp. 437-443, March 2009.

Y. Wang, T. Mei, S. Gong and X. Hua. Combining Global, Regional and Contextual Features for Automatic Image Annotation.Pattern Recognition, Vol. 42, No. 2, pp. 259-266, February 2009.

T. Xiang and S. Gong. Optimising Dynamic Graphical Models for Video Content Analysis. Computer Vision and Image Understanding, Vol. 112, No. 3, pp. 310-323, December 2008.

T. Xiang and S. Gong. Incremental and Adaptive Abnormal Behaviour Detection. Computer Vision and Image Understanding, Vol. 111, No. 1, pp. 59-73, July 2008.

T. Xiang and S. Gong. Activity based Surveillance Video Content Modelling. Pattern Recognition, Vol. 41, No. 7, pp. 2309-2326, July 2008.

K. Jia and S. Gong. Generalised Face Super-Resolution. IEEE Transactions on Image Processing, Vol. 17, No. 6, pp. 873-886, June 2008.

C. Shan, S. Gong and P. McOwan. Fusing Gait and Face Cues for Human Gender Recognition. Neurocomputing, 71(10-12): 1931-1938, 2008.

T. Xiang and S. Gong. Video Behaviour Profiling for Anomaly Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 30, No. 5, pp. 893-908, May 2008.

T. Xiang and S. Gong. Spectral Clustering with Eigenvector Selection. Pattern Recognition, Vol. 41, No. 3, pp. 1012-1029, March 2008.

T. Xiang and S. Gong. Model Selection for Unsupervised Learning of Visual Context. International Journal of Computer Vision, Vol. 69, No. 2, pp. 181-201, 2006.

T. Xiang and S. Gong. Beyond Tracking: Modelling Activity and Understanding Behaviour. International Journal of Computer Vision, Vol. 67, No. 1,  pp. 21-51, 2006.

K. Jia and S. Gong. Hallucinating Multiple Occluded Face Images of Different Resolutions. Pattern Recognition Letters, Vol. 27, No. 15, pp. 1768-1775, November 2006.

Y. Li, S. Gong, J. Sherrah and H. Liddell. Support Vector Machine based Multi-view Face Detection and Recognition. Image and Vision Computing, Vol. 22, No. 5, pp. 413-427, 2004.

J. Ng and S. Gong. Learning Pixel-wise Signal Energy for Understanding Semantics. Image and Vision Computing, Vol. 21, No. 13-14, pp. 1171-1182, December 2003.

Y. Li, S. Gong and H. Liddell. Recognising Trajectories of Facial Identities Using Kernel Discriminant Analysis. Image and Vision Computing, Vol. 21, No. 13-14, pp. 1077-1086, December 2003.

Y. Li, S. Gong and H. Liddell. Constructing Facial Identity Surfaces for Recognition. International Journal of Computer Vision, Vol. 53, No. 1, pages 71-92, June 2003.

S. Gong and T. Xiang. Scene Event Recognition Without Tracking. Special issue on visual surveillance, Acta Automatica Sinica, Vol. 29, No. 3, pages 321-331, May 2003.

S. Gong and H. Buxton. Editorial: Understanding Visual Behaviour, Image and Vision Computing, Special Issue on Understanding Visual Behaviour, Vol. 20, No. 12, pages 825-826, October 2002.

S. Gong, J. Ng and J. Sherrah. On the Semantics of Visual Behaviour, Structured Events and Trajectories of Human Action. Image and Vision Computing, Vol. 20, No. 12, pages 873-888, October 2002.

S. Gong, A. Psarrou and S. Romdhani. Corresponding Dynamic Appearances. Image and Vision Computing, Vol. 20, No. 4, pages 307-318, 2002.

A. Psarrou, S. Gong and M. Walter. Recognition of Human Gestures and Behaviour. Image and Vision Computing, Vol. 20, No. 5-6, pages 349-358, 2002.

J. Ng and S. Gong. Composite Support Vector Machines for the Detection of Faces across Views and Pose Estimation. Image and Vision Computing, Vol. 20, No. 5-6, pages 359-368, 2002.

E-J. Ong and S. Gong. The Dynamics of Linear Combinations. Image and Vision Computing, Vol. 20, No. 5-6, pages 397-414, 2002.

J. Sherrah, S. Gong and E-J. Ong. Face Distribution in Similarity Space under Varying Head Pose. Image and Vision Computing, Vol.19, No.11, pp. 807-819, 2001.

J. Sherrah and S. Gong. Fusion of Perceptual Cues for Robust Tracking of Head Pose and Position. Pattern Recognition, Vol.34, No.8, pp. 1565-1572,  2001 (download QMUL Multiview Face Dataset).

S. McKenna, Y. Raja and S. Gong. Tracking Colour Objects Using Adaptive Mixture Models. Image and Vision Computing. Vol. 17, No. 3/4, pp. 225-231, March 1999.

S. McKenna, S. Gong and Y. Raja. Modelling Facial Colour and Identity with Gaussian Mixtures. Pattern Recognition. Vol. 31, No. 12, pp. 1883-1892, 1998.

S. McKenna and S. Gong. Real-time Face Pose Estimation. International Journal on Real Time Imaging, Special Issue on Real-time Visual Monitoring and Inspection. Vol. 4, pp. 333-347, 1998.

H. Buxton and S. Gong. Visual Surveillance in a Dynamic and Uncertain World. Artificial Intelligence, Special volume on computer vision, Vol. 78, No. 1-2, October 1995.