Occlusion tolerant tracking using hybrid prediction schemes

Zidonghua Xuebao/Acta Automatica Sinica

Volumn 29, Issue 3, 2003, Pages 356-369

  Corvee, E ^a   Velastin, S ^a   Jones, G A ^a  

^a KINGSTON UNIVERSITY   (United Kingdom)

Author keywords

Hybrid prediction; Least square correlation; Occlusion

Indexed keywords

ALGORITHMS; COMPUTER VISION; KALMAN FILTERING; MATHEMATICAL MODELS; OBJECT RECOGNITION; PREDICTIVE CONTROL SYSTEMS;

HYBRID PREDICTION; LEAST SQUARE CORRELATION; MONOCULAR IMAGE SEQUENCES; OCCLUSION SCENARIOS;

CAMERAS;

EID: 0041942602     PISSN: 02544156     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (26)

1. Stauer C, Grimson W E L. Learning patterns of activity using real-time tracking. IEEE Transactions on PalLern Analysis and Machine Intelligence, 2000, 22(8): 747-757
2. Ellis T, Xu M. Object detection and tracking in an open and dynamic world. In: Proceedings of the 2nd IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, Hawaii: IEEE Press. 2001
3. Mittal A, Huttenlocher D. Scene modeling for wide area surveillance and image synthesis. In: Computer Vision and Pattern Recognition (CVPR'00), IEEE Computer Society, 2000. 2160-2167
4. Renno J R, Orwell J, Jones G A. Learning surveillance tracking models for the self-calibrated ground plane. In: British Machine Vision Conference, Cardi: British Machine Vision Association, 2002
5. Nir Friedman, Stuart Russell. Image segmentation in video sequences: A probabilistic approach. In: Proceedings of the 13th Conference on Uncertainty in Artificial Intelligence, 1997. 175-181
6. Dieter Koller, Joseph Weber, Jitendra Malik. Robust multiple car tracking with occlusion reasoning. In: ECCV (1), Springer-Verlag, 1994. 189-196
7. Rosin P L, Ellis T. Image difference threshold strategies and shadow detection. In: Proceedings of British Machine Vision Conference BMVC 1995, Birmingham: Morgan Kaufmann Publishers, 1995. 347-356. 43
8. Siebel N T, Maybank S J. Real-time tracking of pedestrians and vehicles. In: Proceedings of the 2nd IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, Hawaii: IEEE Press, 2001
9. Haritaoglu I, Harwood D, Davis L S. W4: Real-time surveillance of people and their activities. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000, 22(8): 809-830
10. Marcenaro L, Marchesotti L, Regazzoni C S. Tracking and counting multiple interacting people in indoor scenes. In: Proceedings of the 3rd IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, Copenhagen, 2002. 56-61
11. Brock-Gunn S A, Bowling GR, Ellis T J. Tracking using colour information. In: Technical Report TCU/CS/1994/7, City University, Department of Computer Science, 1994. 207-216
12. Chang Ting-Hsun, Gong Shao-Gang. Bayesian modality fusion for tracking multiple people with a mutli-camera system. In: Proceedings of the 2nd European Workshop on Advanced Video-Based Surveillance Systems, Kingston: Klutem Academic Publishers, 2001. 79-87
13. Justus H Piater, Stephane Richetto, James L Crowley. Event-based activity analysis in live video using a generic object tracker. In: Proceedings of the 3rd IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, Copenhagen, 2002. 1-8
14. Renno J, Orwell J, Jones G A. Towards plug-and-play visual surveillance: Learning tracking models. In: Proceedings of IEEE International Conference on Image Processing, Rochester, New York: IEEE Press, 2002
15. Haritaoglu I, Harwood D, Davis L S. W4: Who? When? Where? What? A real time system for detecting and tracking people. In: Proceedings of IEEE International Conference on Automatic Face and Gesture Recognition, 1998
16. Andrew Senior. Tracking people with probabilistic appearance models. In: Proceedings of 3rd IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, Copenhagen: IEEE Press, 2002. 48-55
17. Bar-Shalom Y, Fortmann T. Tracking and data association. Mathematics in Science and Engineering, Academic Press, 1988
18. Bakowski A, Jones G A. Video surveillance tracking using colour adjacency graphs. In: IEE Conference on Image Processing and Its Applications, Manchester: Institution of Electrical Engineers, 1999. 794-798
19. Orwell J, Remagnino P, Jones G A. From connected components to object sequences. In: Proceedings of the 1st IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, IEEE Press, 2000. 72-79
20. Rosales R, Sclaroff S. Improved tracking of multiple humans with trajectory prediction and occlusion modeling. In: IEEE International Conference on Computer Vision and Pattern Recognition, 1998
21. Khan S, Shah M. Tracking people in presence of occlusion. In: Asian Conference on Computer Vision, Taiwan, 2000
22. Collins R, Lipton A, Kanadeand T, Fujiyoshi H, Duggins D, Tsin Y. A System for Video Surveillance and Monitoring: VSAM Final Report. Carnegie Mellon University, CMU-RI-TR-00-12, 2000
23. Anzalone A, Machi A. Video-based management of traffic light at pedestrian road crossing. In: Advanced Video-Based Surveillance Systems, Kluwer Academic Publishers, 1999. 49-57
24. Fuentes L M, Velastin S A. People tracking in surveillance applications. In: Proceedings of the 2nd IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, Hawaii: IEEE Press, 2001
25. Brown R G, Hwang P Y C. Introduction to Random Signals and Applied Kalman Filtering. 3rd Edition. Canada: John Wiley and Sons, 1985
26. Huwer S, Niemann H. 3D model based detection and tracking of people in monocular video sequences. In: Proceedings of the IASTED International Conference on Signal and Image Processing, Las Vegas: Nevada, 2000. 19-23