Professor of Computer Vision and Machine Learning
Centre for Vision Speech and Signal Processing
Faculty of Engineering and Physical Sciences
www.surrey.ac.uk
Guildford
Surrey GU2 7XH
Tel: (+44)-(0)1483 684263
Email: t.xiang at surrey 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 )

K. Pang, K. Li, Y. Yang, H. Zhang, T. Hospedales, T. Xiang and Y. Song, "Generalising Fine-Grained Sketch-Based Image Retrieval", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, USA, June 2019.

J. Song, Y. Yang, Y. Song, T. Xiang and T. Hospedales, "Generalizable Person Re-Identification by Domain-Invariant Mapping Network", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, USA, June 2019.

A. Li, T, Luo, Z. Lu, T. Xiang and L. Wang, "Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, USA, June 2019.

M. Ding, A. Zhao, Z. Lu, T. Xiang and J. Wen, "Face-Focused Cross-Stream Network for Deception Detection in Videos", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, USA, June 2019.

F. Liu, T. Xiang, T. Hospedales, W. Yang and C. Sun, "Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), to appear.

X. Chang, Y. Yang, T. Xiang and T. Hospedales, "Disjoint Label Space Transfer Learning with Common Factorised Space", in AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, February 2019.

A. Zhao, M. Ding, J. Guan, Z. Lu, T. Xiang, J. Wen, "Domain-Invariant Projection Learning for Zero-Shot Recognition", in Neural Information Processing Systems (NIPS), Montréal, Canada, December 2018.

K. Pang, D. Li, J. Song, Y. Song, T. Xiang and T. Hospedales, "Deep Factorised Inverse-Sketching", in Proc. European Conference on Computer Vision (ECCV), Munich, Germany, September 2018.

C. Zou, Q. Yu, R. Du, H. Mo, Y. Song, T. Xiang, C. Gao, B. Chen, and H. Zhang, "SketchyScene: Richly-Annotated Scene Sketches", in Proc. European Conference on Computer Vision (ECCV), Munich, Germany, September 2018.

K. Li, K. Pang, J. Song, Y. Song, T. Xiang and T. Hospedales, "Universal Sketch Perceptual Grouping", in Proc. European Conference on Computer Vision (ECCV), Munich, Germany, September 2018.

X. Qian, Y. Fu, T. Xiang, W. Wang, J. Qiu, Y. Wu, Y. Jiang and X. Xue "Pose-Normalized Image Generation for Person Re-identification", in Proc. European Conference on Computer Vision (ECCV), Munich, Germany, September 2018.

H. Wang, X. Zhu, S. Gong and T. Xiang, "Person Re-Identification in Identity Regression Space", International Journal of Computer Vision (IJCV), to appear.

Z. Fu, T. Xiang, E. Kodirov and S. Gong, "Zero-Shot Learning on Semantic Class Prototype Graph", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 40, no. 8, pp. 2009-2022, August 2018.

P. Peng, Y. Tian, T. Xiang, Y. Wang, M. Pontil and T. Huang, "Joint Semantic and Latent Attribute Modelling for Cross-Class Transfer Learning", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 40, no. 7, pp. 1625-1638, July 2018.

Y. Zhang, T. Xiang, T. Hospedales and H. Lu, "Deep Mutual Learning", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt lake City, Utah, USA, June 2018.

F. Sung, Y. Yang, L. Zhang, T. Xiang, P. Torr and T. Hospedales, "Learning to Compare: Relation Network for Few-Shot Learning", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt lake City, Utah, USA, June 2018.

X. Chang, T. Xiang and T. Hospedales, "Multi-Level Factorisation Net for Person Re-Identification", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt lake City, Utah, USA, June 2018.

X. Chang, T. Xiang and T. Hospedales, "Scalable and Effective Deep CCA via Soft Decorrelation", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt lake City, Utah, USA, June 2018.

J. Song, K. Pang, Y. Song, T. Xiang and T. Hospedales, "Learning to Sketch with Shortcut Cycle Consistency", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt lake City, Utah, USA, June 2018.

U. Muhammad, Y. Yang, Y. Song, T. Xiang, T. Hospedales, "Learning Deep Sketch Abstraction", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt lake City, Utah, USA, June 2018.

F. Liu, T. Xiang, T. Hospedales, W. Yang and C. Sun, "iVQA: Inverse Visual Question Answering", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt lake City, Utah, USA, June 2018.

C. Hu, D. Li, Y. Song, T. Xiang and T. Hospedales, "Sketch-a-Classifier: Sketch-based Photo Classifier Generation", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt lake City, Utah, USA, June 2018.

P. Xu, Y. Huang, T. Yuan, K. Pang, Y. Song, T. Xiang, T. Hospedales, Z. Ma, J. Guo and S. Gong, "SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval", in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt lake City, Utah, USA, June 2018.

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), vol. 39, no. 12, pp. 2525-2538, December 2017.

J. Song, Q. Yu, Y. Song, T. Xiang and T. Hospedales, "Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval", in International Conference on Computer Vision (ICCV), Venice, Italy, October 2017.

X. Qian, Y. Fu, Y. Jiang, T. Xiang and X. Xue, "Multi-scale Deep Learning Architectures for Person Re-identification", in International Conference on Computer Vision (ICCV), Venice, Italy, October 2017.

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.

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.