Robust object tracking based on detection with soft decision

2008 IEEE Workshop on Motion and Video Computing, WMVC

Volumn , Issue , 2008, Pages

  Wu, Bo ^a   Zhang, Li ^a   Vivek, Kumar Singh ^a   Nevatia, Ram ^a  

^a UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CHLORINE COMPOUNDS; CLASSIFICATION (OF INFORMATION); CLASSIFIERS; COMPUTER NETWORKS; PHOTOGRAPHY; TRAJECTORIES; VIDEO RECORDING; VIDEO SIGNAL PROCESSING;

CONFIDENCE LEVELS; MOTION AND VIDEO COMPUTING;

SECURITY SYSTEMS;

EID: 50949100898     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WMVC.2008.4544052     Document Type: Conference Paper

References (22)

1. Y. Li, H. Ai, T. Yamashita, S. Lao, and M. Kawade. Tracking in Low Frame Rate Video: A Cascade Particle Filter with Discriminative Observers of Different Lifespans. CVPR 2007.
2. O. Tuzel, F. Porikli, and P. Meer. Human Detection via Classification on Riemannian Manifolds. CVPR 2007.
3. B. Wu, and R. Nevatia. Detection and Tracking of Multiple, Partially Occluded Humans by Bayesian Combination of Edgelet based Part Detectors. International Journal of Computer Vision, 2007.
4. C. Huang, H. Ai, Y. Li, and S. Lao. High Performance Rotation Invariant Multiview Face Detection, IEEE Transactions on PAMI, 29(4): 671-686, 2007.
5. Q. Zhu, S. Avidan, M.-C. Yeh, and K.-T. Cheng. Fast Human Detection Using a Cascade of Histograms of Oriented Gradients. CVPR 2006.
6. B. Wu, and R. Nevatia. Tracking of Multiple Humans in Meetings. In V4HCI workshop, in conjunction with CVPR 2006.
7. A. Opelt, A. Pinz, and A. Zisserman. A Boundary-Fragment-Model for Object Detection. ECCV 2006.
8. A. Kapoor, and J. Winn. Located Hidden Random Fields: Learning Discriminative Parts for Object Detection. ECCV 2006.
9. B. Wu, X. Song, V. K. Singh, and R. Nevatia. Evaluation of USC Human Tracking System for Surveillance Videos. In CLEAR Evaluation Campaign and Workshop, in conjunction with FG 2006.
10. N. Dalal, and B. Triggs. Histograms of Oriented Gradients for Human Detection. CVPR 2005.
11. L. Zhao, and L. S. Davis. Closely Coupled Object Detection and Segmentation. ICCV 2005.
12. K. Okuma, A. Taleghani, N. D. Freitas, J. J. Little, and D. G. Lowe. A Boosted Particle Filter: Multitarget Detection and Tracking. ECCV 2004.
13. B. Leibe, A. Leonardis, and B. Schiele. Combined Object Categorization and Segmentation with an Implicit Shape Model. Workshop on Statistical Learning in Computer Vision, in conjunction with ECCV 2004.
14. T. Zhao, and R. Nevatia. Tracking Multiple Humans in Complex Situations, IEEE trans. on PAMI, 26(9): 1208-1221, 2004.
15. P. Viola, M. J. Jones, and D. Snow. Detecting Pedestrians Using Patterns of Motion and Appearance. ICCV 2003.
16. P. Viola, and M. Jones. Rapid Object Detection using a Boosted Cascade of Simple Features. CVPR 2001.
17. D. Comaniciu, V. Ramesh, and P. Meer. The Variable Bandwidth Mean Shift and Data-Driven Scale Selection. ICCV 2001.
18. C. Tomasi, and T. Kanade. Detection and Tracking of Point Features. Technical Report CMU-CS-91-132, Carnegie Mellon University, 1991.
19. H. W. Kuhn. The Hungarian method for the assignment problem. Naval Research Logistics Quarterly, 2: 83-87, 1955.
20. J. Garofolo, C. Laprum, M. Michel, V. Stanford, and E. Tabassi. The NIST Meeting Room Pilot Corpus. In: Proc. of Language Resource and Evaluation Conference. 2004.
21. R. Kasturi, D. Goldgof, P. Soundararajan, V. Manohar, M. Boonstra, and V. Korzhova. Performance Evaluation Protocol for Face, Person and Vehicle Detection & Tracking in Video Analysis and Centent Extraction (VACE-II) CLEAR - Classification of Events, Activities and Relationships.
22. http://www.clear-evaluation.org/