Selected Publications

Books

C. Shan, F. Porikli, T. Xiang and S. Gong (Eds.), "Video Analytics for Business Intelligence", 368 pages, Springer, March 2012. (Springer link)

S. Gong and T. Xiang, "Visual Analysis of Behaviour: From Pixels to Semantics", 376 pages, Springer, 2011. (Springer link, Amazon link)

Journal Articles

Z. Shi, Y. Yang, T. Hospedales and T. Xiang, "Weakly-Supervised Image Annotation and Segmentation with Objects and Attributes", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), to appear.

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.

A. Li, Z. Lu, L. Wang, T. Xiang and J. Wen, "Zero-Shot Scene Classification for High Spatial Resolution Remote Sensing Images", IEEE Transactions on Transactions on Geoscience and Remote Sensing, 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), vol. 39, no. 3, pp. 486-500, 2017.

W. 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 Intelligence (PAMI), Vol. 38, No. 3, pp. 591-606, March 2016.

Y. 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 Intelligence (PAMI), Vol. 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 Intelligence (PAMI), Vol. 37, No. 22, pp. 2332-2345, November 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.

W. Zheng, J. Hu, J. Lai, S. Gong and T. Xiang, "Exemplar-based Recognition of Human-Object Interactions", IEEE Transactions on Circuits and Systems for Video Technology (CSVT), Jan, 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.

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.  [PDF]

Y. Fu, T. Hospedales, T. Xiang and S. Gong, "Learning Multi-modal Latent Attributes", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 36, No. 2, pp. 303-316, Feb 2014.  [PDF]

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.  [PDF]

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

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

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

T. Hospedales, S. Gong and T. Xiang, "Video Behaviour Mining Using a Dynamic Topic Model", International Journal of Computer Vision (IJCV), Vol. 98, issue 3, pp 303-323, July 2012.  [PDF]

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

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

J. Li, S. Gong and T. Xiang, "Learning Behavioural Context", International Journal of Computer Vision (IJCV), vol. 97, no. 3, 2012.  [PDF]

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.  [PDF]

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 (PAMI), Vol. 33, No. 12, pp. 2451-2464, December 2011.  [PDF]

C. Loy, T. Xiang and S. Gong, "Detecting and Discriminating Behavioural Anomalies", Pattern Recognition, vol. 44, no. 1, pp. 117-132, Jan 2011.  [PDF]

C. Loy, T. Xiang and S. Gong, "Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding", International Journal of Computer Vision (IJCV), vol. 90, no. 1, pp. 106-129, October 2010.  [PDF]

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

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

T. Xiang and S. Gong, "Incremental and Adaptive Abnormal Behaviour Detection", Computer Vision and Image Understanding (CVIU), vol. 111, no. 1, pp. 59-73, July 2008.  [PDF]

T. Xiang and S. Gong, "Activity Based Surveillance Video Modelling", Pattern Recognition, vol. 41, no. 7, pp. 2309-2326, July 2008.  [PDF]

T. Xiang and S. Gong, "Video Behaviour Profiling for Anomaly Detection", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 30, no. 5, pp. 893-908, May 2008.  [PDF]

T. Xiang and S. Gong, "Spectral Clustering with Eigenvector Selection", Pattern Recognition, vol. 41, no. 3, pp. 1012-1029, March 2008.  [PDF]

T. Xiang and S. Gong, "Model selection for unsupervised learning of visual context", International Journal of Computer Vision (IJCV), vol. 69, no. 2, pp. 181-201, 2006.  [PDF]

T. Xiang and S. Gong, "Beyond tracking: Modelling activity and understanding behaviour", International Journal of Computer Vision (IJCV), vol. 67, no. 1, pp. 21-51, 2006.  [PDF]

T. Xiang and L. Cheong, "On the Distortion of Shape Recovery from Motion", Image and Vision Computing (IVC), vol. 22, no. 10, pp. 807-817, 2004.  [PDF]

T. Xiang and L. Cheong, "Understanding the Behaviour of Structure from Motion Algorithms: A Geometric Approach", International Journal of Computer Vision (IJCV), vol. 51, no. 2, pp. 111-137, October 2003.  [PDF]

S. Gong and T. Xiang, "Scene event recognition without tracking", Acta Automatica Sinica, vol. 29, no. 3, pp. 321-331, May 2003.  [PDF]

L. Cheong and T. Xiang, "Characterizing Depth Distortion under Different Generic Motions" in International Journal of Computer Vision (IJCV), vol. 44, no. 3, pp. 199-217, October 2001.  [PDF]

Book Chapters

W-S. Zheng, S. Gong and T. Xiang, " Group Association: Assisting Re-Identification by Visual Context", in Person Re-Identification, Gong, Cristani, Yan, Loy (Eds.), Springer, 2014.

C. C. Loy, K. Chen, S. Gong, and T. Xiang, "Crowd counting and profiling: Methodology and evaluation", in Modeling, Simulation, and Visual Analysis of Large Crowds, Springer, 2013.

S. Gong, C. C. Loy, and T. Xiang, "Security and Surveillance", in Visual Analysis of Humans: Looking at People, T. Moeslund, A. Hilton, V. Krueger, L. Sigal (Eds.), Springer, 2011.

T. Xiang and L. Cheong, "A geometric Error Analysis of 3-D Reconstruction Algorithms", in Computer Vision and Robotics, 2005.

L. Cheong and T. Xiang and V. Cornilleau-Peres and L. Tai, "Not all Motions are Equivalent in Terms of Depth Recovery", in Computer Vision and Robotics, 2005.

Conference Papers

E. Kodirov, T. Xiang and S. Gong, "Semantic Autoencoder for Zero-Shot Learning", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, July 2017.

F. Liu, T. Xiang, T. Hospedales, W. Yang and C. Sun, "Semantic Regularisation for Recurrent Image Annotation", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, July 2017.  arXiv

L. Zhang, T. Xiang and S. Gong, "Learning a Deep Embedding Model for Zero-Shot Learning", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, July 2017.  arXiv

M. Geng, Y. Wang, T. Xiang and Y. Tian, "Deep Transfer Learning for Person Re-identification", in  arXiv , 2016

E. Kodirov, T. Xiang, Z. Fu and S. Gong, "Person Re-Identification by Unsupervised L1 Graph Learning", in Proc. European Conference on Computer Vision (ECCV), Amsterdam, The Netherlands, October 2016.

P. Peng, Y. Tian, T. Xiang, Y. Wang and T. Huang, "Joint learning of Semantic and Latent Attributes", in Proc. European Conference on Computer Vision (ECCV), Amsterdam, The Netherlands, October 2016.

H. Wang, S. Gong, X. Zhu and T. Xiang, "Human-In-The-Loop Person Re-Identification", in Proc. European Conference on Computer Vision (ECCV), Amsterdam, The Netherlands, October 2016.

X. Chang, T. Xiang and T. Hospedales, "L1 Graph Based Sparse Model for Label De-noising", in Proc. British Machine Vision Conference (BMVC), York, UK, September 2016.

E. Kodirov, T. Xiang, Z. Fu and S. Gong, "Learning Robust Graph Regularisation for Subspace Clustering", in Proc. British Machine Vision Conference (BMVC), York, UK, September 2016.

J. Song, Y. Song, T. Xiang, T. Hospedales and X. Ruan, "Deep Multi-task Attribute-driven Ranking for Fine-grained Sketch-based Image Retrieval", in Proc. British Machine Vision Conference (BMVC), York, UK, September 2016.

H. Wang, S. Gong and T. Xiang, "Highly Efficient Regression for Scalable Person Re-Identification", in Proc. British Machine Vision Conference (BMVC), York, UK, September 2016.

H. Wang, S. Gong and T. Xiang, "Towards Unsupervised Open-Set Person Re-Identification", in Proc. IEEE International Conference on Image Processing (ICIP), Phoenix, Arizona, USA, September 2016.

I. Alexiou, T. Xiang and S. Gong, "Exploring Synonyms as Context in Zero-Shot Action Recognition", in Proc. IEEE International Conference on Image Processing (ICIP), Phoenix, Arizona, USA, September 2016.

Q. Yu, F. Liu, Y. Song, T. Xiang, T. Hospedales, and C. Loy, "Sketch Me That Shoe", in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, USA, June 2016.

P. Peng, T. Xiang, Y. Wang, M. Pontil, S. Gong, T. Huang, and Y. Tian, "Unsupervised Cross-Dataset Transfer Learning for Person Re-identification", in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, USA, June 2016.

L. Zhang, T. Xiang and S. Gong, "Learning a Discriminative Null Space for Person Re-identification", in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, USA, June 2016.

X. Kong, Y. Wang and Tao Xiang, "Robust Complex Behaviour Modeling at 90Hz", in AAAI Conference on Artificial Intelligence (AAAI), Phoenix, Arizona, USA, February 2016.

E. Kodirov, T. Xiang, Z. Fu and S. Gong, "Unsupervised Domain Adaptation for Zero-Shot Learning", in International Conference on Computer Vision (ICCV), Santiago, Chile, December 2015.

W. Zheng, X. Li, T. Xiang, S. Liao, J. Lai and S. Gong, "Partial Person Re-identification", in International Conference on Computer Vision (ICCV), Santiago, Chile, December 2015.

X. Li, W. Zheng, X. Li, T. Xiang and S. Gong, "Multi-scale Person Re-identification", in International Conference on Computer Vision (ICCV), Santiago, Chile, December 2015.

Q. Yu, Y. Yang, Y-Z. Song, T. Xiang and T. Hospedales, "Sketch-a-Net that Beats Humans", in British Machine Vision Conference (BMVC), Swansea, UK, September 2015. Best Paper Award. Press coverage:  [BBC]  [Digital Trends]  [gizmag]  [Tech Times]  [Popular Science]  [neuroscience news]  [kurzweil]  [HNGN]  [Business Insider]  [New York Daily News]  [University Herald]  [OOYUZ]  [phys.org]  [IET]  [Fiji Times]

E. Kodirov, T. Xiang and S. Gong, "Dictionary Learning with Iterative Laplacian Regularisation for Unsupervised Person Re-Identification", in British Machine Vision Conference (BMVC), Swansea, UK, September 2015.

I. Alexiou, T. Xiang and S. Gong, "Learning A Joint Discriminative-Generative Model for Action Recognition", in Proc. International Conference on Systems, Signals and Image Processing, London, UK, September 2015.

Z. Fu, T. Xiang, E. Kodirov and S. Gong, "Zero-Shot Object Recognition by Semantic Manifold Distance", in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, MA, USA, June 2015.

Z. Shi, T. Hospedales and T. Xiang, "Transferring a Semantic Representation for Person Re-Identification and Search", in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, MA, USA, June 2015.

Y. Qi, Y. Song, T. Xiang, H. Zhang, T. Hospedales, Y. Li, and J. Guo, "Making Better Use of Edges via Perceptual Grouping", in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, MA, USA, June 2015.

Z. Shi, Y. Yang, T. Hospedales and T. Xiang, "Weakly Supervised Learning of Objects, Attributes and their Associations", in European Conference on Computer Vision (ECCV), Zurich, Switzerland, September 2014.  [PDF]

Y. Fu, T. Hospedales, T. Xiang, Z. Fu and S. Gong, "Transductive Multi-view Embedding for Zero-Shot Recognition and Annotation", in European Conference on Computer Vision (ECCV), Zurich, Switzerland, September 2014.  [PDF]

Y. Fu, T. Hospedales, T. Xiang, S. Gong and Y. Yao, "Interestingness Prediction by Robust Learning to Rank", in European Conference on Computer Vision (ECCV), Zurich, Switzerland, September 2014.  [PDF]

Y. Fu, T. Hospedales, T. Xiang and S. Gong, " Transductive Multi-Label Zero-Shot Learning", in British Machine Vision Conference (BMVC), Nottingham, UK, September 2014.

H. Wang, S. Gong and T. Xiang, "Unsupervised Learning of Generative Topic Saliency for Person Re-Identification", in British Machine Vision Conference (BMVC), Nottingham, UK, September 2014.

Z. Shi, T. Hospedales and T. Xiang, "Bayesian Joint Topic Modelling for Weakly Supervised Object Localisation", in International Conference on Computer Vision (ICCV), 2013.

J. Hu, W. Zheng, S. Gong and T. Xiang, "Understanding Human-Object Interaction via Exemplar based Modelling", in International Conference on Computer Vision (ICCV), 2013.

C.C. Loy, S. Gong and T. Xiang, "From Semi-Supervised to Transfer Counting of Crowds", in International Conference on Computer Vision (ICCV), 2013.

Y. Qi, J. Guo, Y. Li, H. Zhang, T. Xiang and Y. Song, " Sketching By Perceptual Grouping", in Proc. International Conference on Image Processing (ICIP), Melbourne, Australia, 2013.

Y. Qi, J. Guo, H. Zhang, T. Xiang and Y. Song, " Perceptual Grouping Via Untangling Gestalt Principles", in Proc. IEEE Visual Communications and Image Processing (VCIP), Sarawak, Malaysia, 2013.

P. Siva, C. Russell, T. Xiang and L. Agapito, "Looking Beyond the Image: Unsupervised Learning for Object Saliency and Detection", in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, USA, June 2013.

K. Chen, S. Gong, T. Xiang and C.C. Loy, "Cumulative Attribute Space for Age and Crowd Density Estimation", in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, USA, June 2013.

P. Siva, C. Russell and T. Xiang, "In Defence of Negative Mining for Annotating Weakly Labeled Data", in European Conference on Computer Vision (ECCV), Firenze, Italy, October 2012.  [PDF]

Y. Fu, T. Hospedales, T. Xiang and S. Gong, "Attribute Learning for Understanding Unstructured Social Activity", in European Conference on Computer Vision (ECCV), Firenze, Italy, October 2012.  [PDF]

T. Hospedales, S. Gong and T. Xiang, "A Unifying Theory of Active Discovery and Learning", in European Conference on Computer Vision (ECCV), Firenze, Italy, October 2012.  [PDF]

R. Félez and T. Xiang, "Gait Recognition by Ranking", in European Conference on Computer Vision (ECCV), Firenze, Italy, October 2012.  [PDF]

T. Haines and T. Xiang, "Background Subtraction with Dirichlet Processes", in European Conference on Computer Vision (ECCV), Firenze, Italy, October 2012.  [PDF]

Z. Shi, P. Siva and T. Xiang, "Transfer Learning by Ranking for Weakly Supervised Object Annotation", in British Machine Vision Conference, Guildford, UK, September, 2012.

K. Chen, C.C. Loy, S. Gong and T. Xiang, "Feature Mining for Localised Crowd Counting", in British Machine Vision Conference, Guildford, UK, September, 2012.

W. Zheng, S. Gong and T. Xiang, "Transfer Re-identification: From Person to Set-based Verification", in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, Rhode Island, USA, June 2012.

C.C. Loy, T. Hospedales, T. Xiang and S. Gong, "Stream-based Joint Exploration-Exploitation Active Learning", in Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, Rhode Island, USA, June 2012.

C.C. Loy, T. Xiang and S. Gong, "Salient Motion Detection in Crowded Scenes", in Proc. 5th International Symposium on Communications, Control and Signal Processing, Rome, Italy, May 2012.

T. Haines and T. Xiang, "Delta-Dual Hierarchical Dirichlet Processes: A pragmatic abnormal behaviour detector", in International Conference on Computer Vision (ICCV), 2011.

P. Siva and T. Xiang, "Weakly Supervised Object Detector Learning with Model Drift Detection", in International Conference on Computer Vision (ICCV), 2011.

T. Hospedales, S. Gong and T. Xiang, "Learning Tags from Unsegmented Videos of Multiple Human Actions", in Proc. IEEE International Conference on Data Mining (ICDM), Vancouver, Canada, December 2011.

T. Haines and T. Xiang, "Active Learning using Dirichlet Processes for Rare Class Discovery and Classification", in British Machine Vision Conference, 2011.

P. Siva and T. Xiang, "Weakly Supervised Action Detection", in British Machine Vision Conference, 2011.

W. Zheng, S. Gong and T. Xiang, "Person Re-identification by Probabilistic Relative Distance Comparison", in Proc. IEEE Conference on Computer Vision and Pattern Recognition, Colorado Springs, USA, June 2011.

K. Chen, S. Gong and T. Xiang, "Human Pose Estimation Using Structural Support Vector Machines", in Proc. IEEE International Workshop on Socially Intelligent Surveillance and Monitoring, Barcelona, Spain, November 2011.

Y. Raja, S. Gong and T. Xiang, "Multi-Source Data Inference for Object Association", in Proc. IMA Conference on Mathematics in Defence, Shrivenham, UK, October 2011.

Y. Raja, S. Gong and T. Xiang, "User-Assisted Visual Search and Tracking across Distributed Multi-Camera Networks", in Proc. SPIE Security and Defence Conference on Optics and Photonics for Counter-terrorism and Crime Fighting, Prague, Czech Republic, September 2011.

T. Hospedales, S. Gong and T. Xiang, "Finding Rare Classes: Adapting Generative and Discriminative Models in Active Learning", in Proc. Pacific-Asia Conference on Knowledge Discovery and Data Mining, Shenzhen, China, May 2011.

C. Loy, T. Xiang and S. Gong, "Stream-based Active Anomaly Detection", in Asian Conference on Computer Vision, 2010.

J. Li, T. Hospedales, S. Gong and T. Xiang, "Learning Rare Behaviours", in Asian Conference on Computer Vision, 2010.

W. Zheng, S. Gong and T. Xiang, "Unsupervised Selective Transfer Learning for Object Recognition", in Asian Conference on Computer Vision, 2010.

S. Gong, T. Xiang and S. Hongeng, "Learning Human Pose in Crowd", in ACM Workshop on Multimodal Pervasive Video Analysis, 2010.

T. Haines and T. Xiang, "Video Topic Modelling with Behavioural Segmentation", in ACM Workshop on Multimodal Pervasive Video Analysis, 2010.

P. Siva and T. Xiang, "Action Detection in Crowd", in British Machine Vision Conference, 2010, Best Poster Prize.

K. Bashir, T. Xiang and S. Gong, "Cross-View Gait Recognition Using Correlation Strength", in British Machine Vision Conference, 2010.

B. Prosser, W. Zheng, S. Gong and T. Xiang, "Person Re-Identification by Support Vector Ranking", in British Machine Vision Conference, 2010.

M. Bregonzio, J. Li, S. Gong and T. Xiang, "Discriminative Topics Modelling for Action Feature Selection and Recognition", in British Machine Vision Conference, 2010.

C. Loy, T. Xiang and S. Gong, "Modelling Activity Global Temporal Dependencies using Time Delayed Probabilistic Graphical Model", in IEEE International Conference on Computer Vision, 2009.  [PDF]

T. Hospedales, S. Gong and T. Xiang, "A Markov Clustering Topic Model for Mining Behaviour in Video", in IEEE International Conference on Computer Vision, 2009.  [PDF]

W. Zheng, S. Gong and T. Xiang, "Quantifying Contextual Information for Object Detection", in IIEEE International Conference on Computer Vision, 2009.  [PDF]

C. Loy, T. Xiang and S. Gong, "Multi-Camera Activity Correlation Analysis", in IEEE Conference on Computer Vision and Pattern Recognition, 2009.  [PDF]

M. Bregonzio, S. Gong and T. Xiang, "Recognising Action as Clouds of Space-Time Interest Points", in IEEE Conference on Computer Vision and Pattern Recognition, 2009.  [PDF]

C. Loy, T. Xiang and S. Gong, "Multi-Object Activity Modelling Using Gaussian Processes", in British Machine Vision Conference, 2009.

E. Zelniker, T. Hospedales, S. Gong and T. Xiang, "A Unified Approach for Adaptive Multiple Feature Tracking for Surveillance Applications", in British Machine Vision Conference, 2009.

K. Bashir, T. Xiang and S. Gong, "Gait Representation Using Flow Fields", in British Machine Vision Conference, 2009.

W. Zheng, S. Gong and T. Xiang, "Associating Groups of People", in British Machine Vision Conference, 2009.

J. Orozco, S. Gong and T. Xiang, "Head Pose Classification in Crowded Scenes", in British Machine Vision Conference, 2009.

J. Li, S. Gong and T. Xiang, "Discovering Multi-Camera Behaviour Correlations for On-the-Fly Global Activity Prediction and Anomaly Detection", in IEEE International Workshop on Visual Surveillance, 2009.

M. Bregonzio, S. Gong and T. Xiang, "Action Recognition with Cascaded Feature Selection and Classification", in International Conference on Imaging for Crime Detection and Prevention, 2009.

C. Loy, T. Xiang and S. Gong, "Surveillance Video Behaviour Profiling and Anomaly Detection", in Proceedings of SPIE on Optics and Photonics for Counterterrorism and Crime Fighting , 2009.

J. Li, S. Gong and T. Xiang, " Scene Segmentation for Behaviour Correlation", in European Conference on Computer Vision, 2008.

C. Loy, T. Xiang and S. Gong, "From Local Temporal Correlation to Global Anomaly Detection", in International Workshop on Machine Learning for Vision-based Motion Analysis, 2008.

E. Zelniker, S. Gong and T. Xiang, "Global Abnormal Behaviour Detection Using a Network of CCTV Cameras", in IEEE International Workshop on Visual Surveillance , 2008.

B. Prosser, S. Gong and T. Xiang, "Multi-camera Matching under Illumination Change Over Time", in ECCV Workshop on Multi-camera and Multi-modal Sensor Fusion Algorithms and Applications, 2008.

B. Prosser, S. Gong and T. Xiang, "Multi-camera Matching Using Bi-Directional Cumulative Brightness Transfer Functions", in British Machine Vision Conference, 2008.

K. Bashir, T. Xiang and S. Gong, "Feature selection on gait energy image for human identification", in IEEE International Conference on Acoustics, Speech and Signal Processing, April 2008.

J. Li, S. Gong and T. Xiang, "Global Behaviour Inference Using Probabilistic Latent Semantic Analysis", in British Machine Vision Conference, 2008.

K. Bashir, T. Xiang and S. Gong, "Feature Selection for Gait Recognition without Subject Cooperation", in British Machine Vision Conference, 2008.

S. Gong, C. Shan and T. Xiang, "Visual inference of human emotion and behaviour", in ACM International Conference on Multimodal Interfaces, November 2007.

T. Xiang and S. Gong, "Optimal dynamic graphs for video content analysis", in British Machine Vision Conference, vol. 1, no., pp. 177-186, September 2006.

T. Xiang and S. Gong, "Incremental visual behaviour modelling", in IEEE Visual Surveillance Workshop, pp. 65-72, May 2006.

T. Xiang and S. Gong, "Visual learning given sparse data of unknown complexity", in IEEE International Conference on Computer Vision, October 2005.  [PDF]

T. Xiang and S. Gong, "Video behaviour profiling and abnormality detection without manual labelling", in IEEE International Conference on Computer Vision, October 2005.  [PDF]

T. Xiang and S. Gong, "Relevance learning for spectral clustering with applications on image segmentation and video behaviour profiling", in IEEE International Conference on Advanced Video and Signal based Surveillance, September 2005.

T. Xiang and S. Gong, "Online video behaviour abnormality detection using reliability measure", in British Machine Vision Conference , September 2005.

T. Xiang and S. Gong, "Unsupervised learning of visual context using mixture models", in IEE International Conference on Visual Information Engineering , April 2005.

T. Xiang and S. Gong, "Activity Based Video Content Trajectory Representation and Segmentation", in British Machine Vision Conference , September 2004.

S. Gong and T. Xiang, "Recognition of group activities using a dynamic probabilistic network", in IEEE International Conference on Computer Vision vol. 2, no. , pp. 742-749, October 2003.  [PDF]

T. Xiang and S. Gong, "On the structure of dynamic Bayesian networks for complex scene modelling", in Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance, October 2003.

T. Xiang and L. Cheong, "Error Analysis of 3-D Motion Estimation Algorithms in the Differential Case", in IEEE Conference on Computer Vision and Pattern Recognition, pp. 369-37, 2003.  [PDF]

T. Xiang, S. Gong and D. Parkinson, "Outdoor activity recognition using multi-linked temporal processes", in British Machine Vision Conference, pp. 619-628, September 2003.

T. Xiang and S. Gong, "Discovering Bayesian causality among visual events in a complex outdoor scene", in IEEE International Conference on Advanced Video- and Signal-based Surveillance, pp. 177-182, July 2003.

T. Xiang, S. Gong and D. Parkinson, "Autonomous Visual Events Detection and Classification without Explicit Object-Centred Segmentation and Tracking", in British Machine Vision Conference, pp. 233-242, 2002.

T. Xiang and L. Cheong, "Distortion of Shape from Motion", in British Machine Vision Conference, pp. 153-162, 2002.