Welcome to my homepage

Reader in Computer Vision and Multimedia
Vision Group
School of Electronic Engineering and Computer Science
Queen Mary, University of London
Mile End Road, London E1 4NS
Tel: (+44)-(0)20-7882-8020
Fax: (+44)-(0)20-8980-7064
Email: t.xiang at qmul dot ac dot uk

If you are interested in pursuing a PhD degree in computer vision, please feel free to contact me. CSC scholarship applicants are welcome.

Recent Publications ( full list , Google Scholar )

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 Attributesn", 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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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