Samurai Project

Documents

Publications

Latest SAMURAI publications as at 21st March 2011

Andre Samberg (Sec-Control Group, Finland), Timothy Hospedales, Shaogang Gong, Paul Pignon, Leon Borthwick, Boguslaw Legierski, Michela Farenzena, Marco Cristani, Loris Bazzani, Vittorio Murino, Leonardo Roncarolo	Enhancing the indoor positioning capabilities of a GIS-based security middleware solution by means of behavioral pattern analysis and video content analytics Oral presentation at The IEEE International Conference on Ubiquitous Positioning, Indoor Navigation and Location-Based Service UPINLBS 2010
S. Gong and T. Xiang.	Visual Analysis of Behaviour: From Pixels to Semantics 376 pages, Springer, 2011. About this book on Springer site
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, 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.
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.
W. Zheng, S. Gong and T. Xiang.	Unsupervised Selective Transfer Learning for Object Recognition. In Proc. Asian Conference on Computer Vision, Queenstown, New Zealand, November 2010.
J. Li, T. Hospedales, S. Gong and T. Xiang.	Learning Rare Behaviours. In Proc. Asian Conference on Computer Vision, Queenstown, New Zealand, November 2010.
S. Gong, T. Xiang and S. Hongeng.	Learning Human Pose in Crowd. In Proc. ACM International Conference on Multimedia, Workshop on multimodal Pervasive Video Analysis, Firenze, Italy, October 2010.
B. Prosser, W. Zheng, S. Gong and T. Xiang.	Person Re-Identification by Support Vector Ranking. In Proc. British Machine Vision Conference, Aberystwyth, Wales, September 2010.
E. Zelniker, T. Hospedales, S. Gong and T. Xiang.	A Unified Approach for Adaptive Multiple Feature Tracking for Surveillance Applications. In Proc. British Machine Vision Conference, London, September 2009.
M. Cristani, M. Farenzena, D. Bloisi, V. Murino.	Background Subtraction for Automated Multisensor Surveillance: a Comprehensive Review. EURASIP Journal on Advances in Signal Processing, accepted, 2010.
D.Tosato, M. Farenzena, M. Spera, V.Murino, M.Cristani.	Multi-class Classification on Riemannian Manifolds for Video Surveillance. ECCV 2010.
D. Tosato, M. Farenzena, M.Cristani and V. Murino.	Part-based human detection on Riemannian manifolds. In Proceedings of IEEE International Conference on Image Processing (ICIP), Hong Kong, September 2010.
L. Bazzani, M. Cristani and V. Murino.	Collaborative particle filters for group tracking. In Proceedings of IEEE International Conference on Image Processing (ICIP), Hong Kong, September 2010.
M. Farenzena, L. Bazzani, A. Perina, V. Murino, and M. Cristani.	Person re-identification by symmetry-driven accumulation of local features. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2010.
L. Bazzani, M. Farenzena, A. Perina, V. Murino, and M. Cristani.	Multiple-shot person re-identification by hpe signature. Proceedings of IEEE Conference on Pattern Recognition, 2010.
D. Tosato, M. Farenzena, V. Murino, and M. Cristani.	A re-evaluation of pedestrian detection on riemannian manifolds. Proceedings of IEEE Conference on Pattern Recognition, 2010.
M. Farenzena, A. Tavano, L. Bazzani, D. Tosato, G.Paggetti, G. Menegaz, V. Murino, M.Cristani	Social Interactions by Visual Focus of Attention in a Three-Dimensional Environment. Wks on Pattern Recognition and Artificial Intelligence for Human Behaviour Analysis (PRAI*HBA), Dec. 2009
W. Zheng, S. Gong and T. Xiang.	Quantifying Contextual Information for Object Detection. In Proc. IEEE International Conference on Computer Vision, Kyoto, Japan, October 2009.
T. Hospedales, S. Gong and T. Xiang.	A Markov Clustering Topic Model for Mining Behaviour in Video. In Proc. International Conference on Computer Vision, Kyoto, Japan, October 2009.
W. Zheng, S. Gong and T. Xiang.	Associating Groups of People. In Proc. British Machine Vision Conference, London, September 2009.
Bazzani, Cristani, Bicego, Murino.	Oline Subjective Feature Selection for Occlusion Management in Tracking Applications. To appear in proceedings of International Conference on Image Processing (ICIP) 2009.
Bazzani, Bloisi, Murino.	A Comparison of Multi Hypothesis Kalman Filter and Particle Filter for Multi-target Tracking. Proceedings of PETS 2009.
Farenzena, Bazzani, Murino, Cristani.	Towards a Subject-Centered Analysis for Automated Video Surveillance. In proceedings of International Conference on Image Analysis and Processing (ICIAP) 2009.
Farenzena, Fusiello, Gherardi.	Structure-and-Motion Pipeline on a Hierarchical Cluster Tree. To appear in proceedings of the 2009 IEEE International Workshop on 3-D Digital Imaging and Modeling (3DIM) 2009.