Robust multi-object tracking via cross-domain contextual information for sports video analysis

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2012, Pages 985-988

  Zhang, Tianzhu ^a   Ghanem, Bernard ^a   Ahuja, Narendra ^b  

^a Advanced Digital Sciences Center of Illinois   (Singapore)

^b UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

Contextual Information; Cross Domain; Particle Filter; Tracking

Indexed keywords

BACKGROUND CLUTTER; BUILDING BLOCKES; CAMERA MOTIONS; CONTEXTUAL INFORMATION; CROSS-DOMAIN; DATA SETS; FAST CAMERAS; HOMOGRAPHIES; ILLUMINATION CHANGES; IMAGE DOMAIN; LOW RESOLUTION IMAGES; MULTI-OBJECT TRACKING; MULTIPLE PLAYER TRACKING; OBJECT APPEARANCE; OBJECT TRACKING; PARTICLE FILTER; SPORTS DATA; SPORTS VIDEO; SPORTS VIDEO ANALYSIS; TRACKING ALGORITHM; TRAJECTORY INFORMATION; TRANSFORM DOMAIN; UN-CALIBRATED CAMERA; VARIABLE NUMBER; VIDEO FRAME;

CAMERAS; MONTE CARLO METHODS; SIGNAL PROCESSING; SPORTS; SURFACE DISCHARGES; TRACKING (POSITION);

TRAJECTORIES;

EID: 84867597162     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2012.6288050     Document Type: Conference Paper

References (10)

1. Kenji Okuma, Ali Taleghani, Nando De Freitas, O De Freitas, James J. Little, and David G. Lowe, "A boosted particle filter: Multitarget detection and tracking," in ECCV, 2004, pp. 28-39.
2. R. Hess and A. Fern, "Discriminatively trained particle filters for complex multiobject tracking," in CVPR, June 2009, pp. 240-247.
3. Wei-Lwun Lu, Jo-Anne Ting, Kevin P. Murphy, and James J. Little, "Identifying Players in Broadcast Sports Videos using Conditional Random Fields," in CVPR, 2011.
4. Yizheng Cai and C Yizheng Cai, "Robust visual tracking for multiple targets," in ECCV, 2006, pp. 107-118.
5. Michael D. Breitenstein, Fabian Reichlin, Bastian Leibe, Esther Koller-Meier, and Luc Van Gool, "Robust tracking-by-detection using a detector confidence particle filter," in ICCV, 2009.
6. Michael Isard and Andrew Blake, "Condensation - conditional density propagation for visual tracking," IJCV, vol. 29, pp. 5-28, 1998.
7. Arnaud Doucet, Nando De Freitas, and Neil Gordon, "Sequential monte carlo methods in practice," in Springer-Verlag. New York, 2001.
8. Hiroaki Sakoe, "Dynamic programming algorithm optimization for spoken word recognition," IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. 26, pp. 43-49, 1978.
9. Bernard Ghanem, Tianzhu Zhang, and Narendra Ahuja, "Robust video registration applied to field-sports video analysis," in ICASSP, 2012.
10. Helmut Grabner, Michael Grabner, and Horst Bischof, "Real-Time Tracking via On-line Boosting," in BMVC, 2006.