PROFESSOR SHAOGANG GONG

School of Electronic Engineering and Computer Science

Queen Mary University of London

London E1 4NS, United Kingdom
Tel: +44 (0)20-7882 5249

Fax: +44 (0)20-7882 7064

Email: s.gong AT qmul.ac.uk

 

Shaogang (Sean) Gong is Professor of Visual Computation at Queen Mary University of London. He established the Queen Mary Computer Vision Laboratory in 1993 and has enjoyed immensely working with PhD students and postdoctoral researchers. His research interests include Computer Vision and Machine Learning (Allen Institute for AI Semantic Scholar, Google Scholar and DBLP), with a focus on Object Recognition, Action and Behaviour Recognition, and Video Analysis. His brief bio and pdf download of publications.



BOOKS

 

 

 

S. Gong, M. Cristani, S. Yan, C.C. Loy (Eds.). Person Re-Identification, Springer, January 2014.

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

S. Gong, T. Xiang. Visual Analysis of Behaviour: From Pixels to Semantics, Springer, May 2011.

S. Gong, S. McKenna, A. Psarrou. Dynamic Vision: From Images to Face Recognition, Imperial College Press, June 2000.

S. Zhou, W. Zhao, X. Tang, S. Gong (Eds.). Analysis and Modelling of Faces and Gestures, Springer, October 2007.

W. Zhao, S. Gong, X. Tang (Eds.). Analysis and Modelling of Faces and Gestures, Springer, October 2005.

S. Gong, H-J. Zhang, S. Li, A. Senior, T. Vetter, W. Zhao (Eds.). Analysis and Modelling of Faces and Gestures, IEEE Computer Society, October 2003.

 


SPECIAL ISSUES

2016 Computer Vision and Image Understanding Special Issue on "Image and Video Understanding in Big Data", Vol. 156; V. Murino, S. Gong, C.C. Loy and L. Bazanni. Editorial: Image and Video Understanding in Big Data, Vol. 156, pp. 1-3, March 2017. (new)

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



WORKSHOPS

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), First International Workshop on Target Re-Identification and Multi-Target Multi-Camera Tracking, Honolulu, USA, July 2017.  (new)


RECENT PUBLICATIONS (full listing with pdf download)

L. Zhang, T. Xiang and S. Gong. "Learning a Deep Embedding Model for Zero-Shot Learning". In Proc. IEEE Conference on Computer Vision and Pattern Recognition, Honolulu, Hawaii, USA, July 2017.

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

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, Vol. 65, pp. 197-210, May 2017.

Q. Dong, S. Gong and X. Zhu. "Multi-Task Curriculum Transfer Deep Learning of Clothing Attributes". In Proc. IEEE Winter Conference on Applications of Computer Vision, Santa Rosa, CA, USA, March 2017.

H. Su, X. Zhu and S. Gong. "Deep Learning Logo Detection with Data Expansion by Synthesising Context". In Proc. IEEE Winter Conference on Applications of Computer Vision, Santa Rosa, CA, USA, March 2017.

Y. Li, Y-Z. Song, T. Hospedales and S. Gong. "Free-hand Sketch Synthesis with Deformable Stroke Models". International Journal of Computer Vision, Vol. 122, No. 1, pp. 169-190, March 2017.

X. Xu, T. Hospedales and S. Gong. "Transductive Zero-Shot Action Recognition by Word-Vector Embedding". International Journal of Computer Vision, in print, 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, Vol. 38, No. 12, pp. 2501-2514, December 2016.

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

X. Xu, T. Hospedales and S. Gong. "Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation". In Proc. European Conference on Computer Vision, Amsterdam, The Netherlands, October 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, Amsterdam, The Netherlands, October 2016.

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

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

X. Zhu, C.C. Loy and S. Gong. "Constrained Clustering with Imperfect Oracles". IEEE Transactions on Neural Networks and Learning SystemsVol. 27, No. 6, pp. 1345-1357, 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, 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, Las Vegas, NV, USA, June 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 Intelligence, 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, Vol. 38, No. 3, pp. 563-577, March 2016.

J. Wang, X. Zhu and S. Gong. "Video Semantic Clustering with Sparse and Incomplete Tags". In Proc. AAAI Conference on Artificial Intelligence, Phoenix, Arizona, USA, February 2016.


DATASETS

Activity Analysis Datasets:


Human Recognition Datasets:


Video Summerisation Datasets:

 


PROJECTS

DeepInsight (Deep Learning for Large Scale Video Analysis)

Royal Society Newton Advanced Fellowship on Person Re-Identification In-The-Wild

SmartPrevent (Smart Video-Surveillance System to Detect and Prevent Local Crimes in Urban Areas)

SUNNY (Smart UNmanned aerial vehicle sensor Network for detection of border crossing and illegal entrY)

SAMURAI (Suspicious and Abnormal Behaviour Monitoring Using a Network of Cameras for Situation Awareness Enhancement)

BEWARE (Behaviour based Enhancement of Wide-Area Situational Awareness in a Distributed Network of CCTV Cameras)

VISTA (Video Analytics for Real-Time Human Profiling)

INSIGHT (Video Analysis and Selective Zooming using Semantic Models of Human Presence and Activity)

Fusion of Multimodal Biometrics for Non-Intrusive Person Identification in CCTV

ViTAB (Video-based Threat Assessment and Biometrics) Network

SERVE (Surveillance, Evaluation, Research, Validation, and Exploitation) Network

ICONS (Incident Recognition for Surveillance and Security)

ISCANIT (Recognising Intention in Real-Time for Visually Mediated Interaction)

Integrated Machine Vision Initiative

PAMONOP (Parallel Modelling of Neural Operators for Pattern Recognition)

 

s.gong AT qmul.ac.uk