PUBLICATIONS

PhD Thesis
Human Re-identification Through a Video Camera Network (July 2012)

Book chapters

1. S. Bak, F. Bremond (2013)
   Re-identification by Covariance Descriptors
   In Person re-identification, ICCV. Springer-Verlag London. Chap. 3.
   

International Journals

2. S. Bak, P. Carr (2017)
   Deep Deformable Patch Metric Learning for Person Re-identification
   IEEE Transactions on Circuits and Systems for Video Technology. PP(99), 1-12.
3. S. Bak, M.S. Biagio, R. Kumar, V. Murino, F. Bremond (2016)
   Exploiting Feature Correlations by Brownian Statistics for People Detection and Recognition.
   Transaction on Systems, Man, and Cybernetics: Systems. PP(99), 1-12.
4. S. Bak, F. Bremond (2015)
   Person re-identification employing 3D scene information.
   Journal of Electronic Imaging, 24(5).
5. S. Bak, E. Corvee, F. Bremond, and M. Thonnat (2012)
   Boosted human re-identification using Riemannian manifolds.
   Image and Vision Computing 30(6-7), 443-452.
6. S. Bak, M. Krystek, K. Kurowski, A. Oleksiak, W. Piatek, and J. Weglarz (2011)
   GSSIM - A tool for distributed computing experiments.
   Scientific Programming 19(4), 231-251
7. S. Bak, J. Blazewicz, G. Pawlak, M. Plaza, E. K. Burke, and G. Kendall (2010)
   A parallel branch-and-bound approach to the rectangular guillotine strip cutting problem.
   INFORMS Journal on Computing 23 (1), 15-25.

International Conferences and Papers

8. S. Bak, P. Carr, J-F. Lalonde (2018)
   Domain Adaptation through Synthesis for Unsupervised Person Re-identification
   In Proceedings of European Conference on Computer Vision. ECCV. Springer.
9. S. Li, S. Bak, P. Carr, X. Wang (2018)
   Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification
   In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition. CVPR.
10. S. Bak, P. Carr (2017)
    One-Shot Metric Learning for Person Re-identification
    In Proceedings of the 30th IEEE Conference on Computer Vision and Pattern Recognition. CVPR.
11. M. Koperski, S. Bak, P. Carr (2017)
    Groups Re-identification with Temporal Context
    In Proceedings of the ACM International Conference on Multimedia Retrieval. ICMR.
12. S. Bak, P. Carr (2017)
    Deep Spatial Pyramid for Person Re-identification
    In Proceedings of the 14th IEEE International Conference on Advanced Video and Signal-Based Surveillance. AVSS. IEEE Computer Society.
13. S. Bak, P. Carr (2016)
    Person Re-identification using Deformable Patch Metric Learning
    In Proceedings of the Winter Conference on Applications of Computer Vision. WACV. IEEE Computer Society.
14. J. Ortiz, S. Bak, M. Koperski, F. Bremond (2015)
    Minimizing hallucination in Histogram of Oriented Gradients
    In Proceedings of the 12th IEEE International Conference on Advanced Video and Signal-Based Surveillance. AVSS. IEEE Computer Society.
15. S. Bak, F. Martins, F. Bremond (2015)
    Person re-identification by pose priors
    In Proceedings of Image Processing: Algorithms and Systems XIII. IS&T/SPIE Electronic Imaging 2015.
16. S. Bak, S. Zaidenberg, B. Boulay, F. Bremond (2014)
    Improving Person Re-identification by Viewpoint Cues
    In Proceedings of the 11th IEEE International Conference on Advanced Video and Signal-Based Surveillance. AVSS. IEEE Computer Society.
17. P. Bilinski, M. Koperski, S. Bak, F. Bremond (2014)
    Representing Visual Appearance by Video Brownian Covariance Descriptor for Human Action Recognition
    In Proceedings of the 11th IEEE International Conference on Advanced Video and Signal-Based Surveillance. AVSS. IEEE Computer Society.
18. S. Bak, R. Kumar, F. Bremond (2014)
    Brownian descriptor: a Rich Meta-Feature for Appearance Matching
    In Proceedings of the Winter Conference on Applications of Computer Vision. WACV. IEEE Computer Society.
19. D.P. Chau, F. Bremond, M. Thonnat, S.Bak (2014)
    Automatic Tracker Selection w.r.t Object Detection Performance In Proceedings of the Winter Conference on Applications of Computer Vision. WACV. IEEE Computer Society.
20. S. Bak, , F. Bremond , V. Bathrinarayanan , A. Capra , D. Giacalone , G. Messina , A. Buemi (2014)
    Retrieval system for person re-identification.
    In International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. VISAPP. INSTICC Press.
21. P. Bilinski, E. Corvee, F. Bremond and S. Bak (2013)
    Relative Dense Tracklets for Human Action Recognition.
    In Proceedings of the 10th IEEE International Conference on Automatic Face and Gesture Recognition. FG. IEEE Computer Society.
22. J. Badie, S. Bak, S. Serban, and F. Bremond (2012)
    Recovering people tracking errors using enhanced covariance-based signatures.
    In Proceedings of the 14th Workshop on Performance Evaluation of Tracking and Surveillance in conjunction with 9th IEEE International Conference on Advanced Video and Signal-Based Surveillance. PETS. IEEE Computer Society.
23. S. Bak, G. Charpiat, E. Corvee, F. Bremond, and M. Thonnat (2012)
    Learning to Match Appearances by Correlations in a Covariance Metric Space.
    In Proceedings of the 12th European Conference on Computer Vision. ECCV. Springer.
24. S. Bak, D.-P. Chau, J. Badie, E. Corvee, F. Bremond, and M. Thonnat (2012).
    Multi-target tracking by discriminative analysis on Riemannian manifold.
    In Proceedings of the 19th International Conference on Image Processing. ICIP. IEEE Computer Society.
25. E. Corvee, S. Bak, and F. Bremond (2012).
    People detection and re-identification for multi surveillance cameras.
    In International Conference on Computer Vision Theory and Applications. VISAPP. INSTICC Press.
26. S. Bak, E. Corvee, F. Bremond, and M. Thonnat (2011)
    Multiple-shot human re-identification by mean Riemannian covariance grid.
    In Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance. AVSS. IEEE Computer Society.
27. S. Bak, K. Kurowski, and K. Napierala (2011)
    Human re-identification system on highly parallel GPU and CPU architectures.
    In Proceedings of the 4th International Conference on Multimedia Communications, Services and Security. MCSS. Communications in Computer and Information Science, Springer.
28. S. Bak, E. Corvee, F. Bremond, and M. Thonnat (2010)
    Person re-identification using haar-based and dcd-based signature.
    In Proceedings of the 2nd Workshop on Activity Monitoring by Multi-Camera Surveillance AMMCSS. IEEE Computer Society.
29. S. Bak, E. Corvee, F. Bremond, and M. Thonnat (2010)
    Person re-identification using spatial covariance regions of human body parts.
    In Proceedings of the 7th IEEE International Conference on Advanced Video and Signal-Based Surveillance. AVSS. IEEE Computer Society.
30. S. Bak, S. Suresh, F. Bremond, and M. Thonnat (2009)
    Fusion of motion segmentation with online adaptive neural classifier for robust tracking.
    In International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. VISAPP. INSTICC Press.
31. S. Bak, P. Lichocki, G. Pawlak and W. Mruczkiewicz (2007)
    Heuristic algorithm for problem of Technicians and Interventions Scheduling for Telecommunication.
    In ROADEF
32. P Lichocki, G. Pawlak, W. Mruczkiewicz, and S. Bak (2007)
    Hyper-heuristics and evolutionary computing algorithms for technicians and interventions scheduling.
    In German-Polish Workshop on Computational Biology, Scheduling and Machine Learning. ICOLE.
33. S. Bak and G. Pawlak (2006)
    Moving bottleneck in flow shop problem.
    In International Workshop on Scheduling, Bioinformatics and Machine Learning. ICOLE.