Multi-object tracking driven event detection for evaluation

MM'08 - Proceedings of the 2008 ACM International Conference on Multimedia, with co-located Symposium and Workshops

Volumn , Issue , 2008, Pages 17-24

  Roth, Daniel ^a   Koller Meier, Esther ^a   Van Gool, Luc ^a  

^a ETH ZURICH   (Switzerland)

Author keywords

Event detection; Performance evaluation; Real time; Tracking

Indexed keywords

BACKGROUND OBJECTS; BAYESIAN; CONTROLLED ENVIRONMENT; DATA SETS; EVENT DETECTION; GROUND TRUTH DATA; MULTI-OBJECT TRACKING; MULTIPLE OBJECTS; OBJECT APPEARANCE; PERFORMANCE EVALUATION; PIXEL CLASSIFICATION; REAL TIME TRACKING; STATE-OF-THE-ART METHODS; TRACKING DATA;

MANAGEMENT; OBJECT RECOGNITION; TECHNICAL PRESENTATIONS; VIDEO STREAMING;

IMAGE SEGMENTATION;

EID: 77950474676     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1463542.1463546     Document Type: Conference Paper

References (14)

1. P. Duizer and D. Hansen. Multi-view video surveillance of outdoor traffic (master thesis). In Digital Project Library, Aalborg University, Denmark, August 2007.
2. J. Gonz̀alez, F. X. Roca, and J. J. Villanueva. Hermes: A research project on human sequence evaluation. In Computational Vision and Medical Image Processing (VipIMAGE'2007), October 2007.
3. http://www.ee.ethz.ch/bleibe/data/datasets.html. Central pedestrian crossing: Dataset.
4. M. Isard and J. MacCormick. Bramble: A bayesian multiple-blob tracker. In ICCV, pages 34-41, Los Alamitos, CA, USA, 2001. IEEE Computer Society.
5. O. Lanz. Approximate bayesian multibody tracking. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 28(9):1436-1449, Sept. 2006.
6. B. Leibe, K. Schindler, and L. Van Gool. Coupled detection and trajectory estimation for multi-object tracking. In International Conference on Computer Vision (ICCV'07), October 2007.
7. T. B. Moeslund, A. Hilton, and V. Kruger. A survey of advances in vision-based human motion capture and analysis. Computer Vision and Image Understanding, 104:90-126, 2006. (Pubitemid 44573873)
8. D. Roth, P. Doubek, and L. Van Gool. Bayesian pixel classification for human tracking. In MOTION, pages 78-83, January 2005.
9. D. Roth, E. Koller-Meier, D. Rowe, T. Moeslund, and L. Van Gool. Event-based tracking evaluation metric. In IEEE Workshop on Motion and Video Computing (WMVC), January 2008.
10. D. Rowe, I. Reid, J. Gonz̀alez, and J. Villanueva. Unconstrained Multiple-people Tracking. In 28th DAGM, Berlin, Germany, pages 505-514. Springer LNCS, 2006.
11. C. Stauffer and W. Grimson. Adaptive background mixture models for real-time tracking. In CVPR, pages 246-252, 1999.
12. B. Wu and R. Nevatia. Tracking of multiple, partially occluded humans based on static body part detection. In CVPR, pages 951-958, 2006. (Pubitemid 44931425)
13. T. Zhao, M. Aggarwal, R. Kumar, and H. Sawhney. Real-time wide area multi-camera stereo tracking. In CVPR, pages 976- 983, 2005. (Pubitemid 43897298)
14. T. Zhao and R. Nevatia. Bayesian human segmentation in crowded situations. In CVPR, pages 459-466, 2003.