Multi-view video segmentation and tracking for video surveillance

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 7351, Issue , 2009, Pages

  Mohammadi, Gelareh ^a   Dufaux, Frederic ^a   Ha Minh, Thien ^a   Ebrahimi, Touradj ^a  

^a EPFL   (Switzerland)

Author keywords

Homography transform; Multi view; Object tracking; Video surveillance

Indexed keywords

APPLICATION SCENARIO; BEST MATCH; CAMERA VIEW; CRITICAL STEPS; DEFORMABLE OBJECT; DESCRIPTORS; FIELDS OF VIEWS; HOMOGENEOUS REGIONS; HOMOGRAPHIES; HOMOGRAPHY TRANSFORM; MAIN-FRAMES; MULTI-VIEW; MULTIPLE CAMERA SYSTEM; MULTIPLE OBJECTS; MULTIVIEW VIDEO; OBJECT LABELING; OBJECT TRACKING; OCCLUSION HANDLING; SMART VIDEO SURVEILLANCE SYSTEMS; TECHNICAL PROBLEM; TRACK MANAGEMENT; TRACKING ALGORITHM; TRACKING MOVING OBJECTS; UN-CALIBRATED CAMERA; VIDEO SOURCES; VIDEO SURVEILLANCE; WIDE AREA;

CAMERAS; DEFORMATION; LABELS; MONITORING; VIDEO AMPLIFIERS; VIDEO CAMERAS;

SECURITY SYSTEMS;

EID: 69549116415     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.820786     Document Type: Conference Paper

References (19)

1. W. Hu, T. Tan, L. Wang, and S. Maybank, "A Survey on Visual Surveillance of Object Motion and Behaviours", IEEE Trans. on Systems, Man, and Cybernetics - Part C, 34(3), p. 334-352, 2004.
2. rd Int. Conf. on Automatic Face and Gesture, 1998.
3. th European Conf. on Computer Vision, 1998.
4. V. Kettnaker, R. Zabin, "Counting People from Multiple Cameras", Proc. of IEEE ICMCS, p.267-271, 1998.
5. Q. Cai, and J.K. Aggareal, "Automatic Tracking of Human Motion in Indoor Scenes across Multiple Synchronized Video Streams", Proc. Of 6th Int. Conf. on Computer Vision, p 356-362, 1998.
6. J. Li, C.S. Chua, and Y.K. Ho, "Colour Based Multiple People Tracking", Proc. Of IEEE Int. Conf. on Control, Automation, Robotics and Vision, 1, p.309-314, 2002.
7. J. Black, T.J. Ellis, and P. Rosin, "Multi-View Image Surveillance and Tracking", Proc. IEEE Workshop Motion and Video Computing 2002.
8. N. Nguyen, H. Bui, S. Venkatesh, and G. West, "Multiple Camera Coordination in a surveillance system", ACTA Automatic Sinica, Vol 23(3), p408-422, 2003.
9. J. Black, T. Ellis, 'Multi Camera Image Tracking", Image and Vision Computing (24), No. 11, p 1256-1267, 2006.
10. S. Iwase and H. Saito, "Tracking Soccer Players based on Homography among Multiple Views", Proc. SPIE2003, v. 5150, p283-292, 2003.
11. Z. Yue, S. Zhou, and R. Chellappa, "Robust two-camera Tracking using Homography", Proc. IEEE Intl Conf. on Acoustics, Speech, and Signal Processing, vol.3, p 1-4, 2004.
12. R. Cucchiara, A. Prati, R. Vezzani, "Posture Classification in a Multi-camera Indoor Environment", Proc. IEEE Intl Conf. on Image Processing(ICIP), vol.1, p. 725-728, 2005.
13. S. Calderara, R. Vezzani, A. Prati, and R. Cucchiara, "Entry Edge of Field of View for Multi-camera Tracking in Distributed Video Surveillance", Proc. IEEE Intl Conf. on Advanced Video and Signal-based Surveillance (AVSS'05), p. 93-98, 2005.
14. I. Paek, C. Park, M. Ki, K. Park, and J. Paik, "Multiple-view object tracking using Metadata", Proc. Int. Conf. ICWAPR, vol.1, no.1, p 12-17,2007.
15. S. Khan, and M. Shan, "Consistent Labeling of Tracked Objects in Multiple Cameras with Overlapping fields of View", IEEE Trans. On PAMI, 25(10), p. 1355-1360, 2003.
16. A. Mittal, and L. Davis, "Unified Multi-camera detection and Tracking using Region-Matching", Proc. Of IEEE Worckshop on Multi-Object Tracking, p. 3-10, 2004.
17. R. Hartley, and A. Zisserman, "Multiple View Geometry in Computer Vision", Cambridge University Press, 1998.
18. A. Cavallaro, O. Steiger, and T. Ebrahimi, "Tracking Video Objects in Cluttereds Background", IEEE Trans. on Circuit and Systems for Video Technology, 2005.
19. A. Yilmaz, and M. Shan, "Object Tracking: A Survey", ACM Computing Surveys (CSUR), vol.38, 2006