Incorporating environment models for improving vision-based tracking of people

Systems and Computers in Japan

Volumn 38, Issue 2, 2007, Pages 71-80

  Suzuki, Tatsuya ^a   Iwasaki, Shinsuke ^a   Kobayashi, Yoshinori ^a   Sato, Yoichi ^a   Sugimoto, Akihiro ^b  

^a INSTITUTE OF INDUSTRIAL SCIENCE   (Japan)

^b NATIONAL INSTITUTE OF INFORMATICS   (Japan)

Author keywords

Environment model; Human tracking; Multiple cues; Particle filter

Indexed keywords

CAMERAS; COLOR; COMPUTER VISION; DISTRIBUTED COMPUTER SYSTEMS; PROBABILITY;

ENVIRONMENT MODEL; HUMAN TRACKING; MULTIPLE CUES; PARTICLE FILTERS;

REAL TIME SYSTEMS;

EID: 33847187068     PISSN: 08821666     EISSN: 1520684X     Source Type: Journal    
DOI: 10.1002/scj.20612     Document Type: Article

References (14)

1. Birchfield S. Elliptical head tracking using intensity gradients and color histograms. Proc IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'98), p 232-237.
2. Haritaoglu I, Harwood D, Davis LS. A real-time system for detecting and tracking people in 2 1/2 D. Proc 5th European Conference on Computer Vision (ECCV'98), p 877-892.
3. Isard M, Blake A. Condensation - Conditional density propagation for visual tracking. Int J Comput Vis 1998;29:5-28.
4. Isard M, Blake A. ICondensation: Unifying low-level and high-level tracking in a stochastic framework. Proc 5th European Conference on Computer Vision (ECCV'98), Vol. 1, p 893-908.
5. Loy G, Fletcher L, Apostoloff N, Zelinsky A. An adaptive fusion architecture for target tracking. Proc 5th IEEE International Conference on Automatic Face and Gesture Recognition (FG '02), p 261-265.
6. Martin WN, Aggarwal JK. Volumetric descriptions of objects from multiple views. IEEE Trans Pattern Anal Mach Intell 1983;5:150-158.
7. Swain M, Ballard D. Color indexing. Int J Comput Vis 1991;7:11-32.
8. Taycher L, Darrell T. Range segmentation using visibility constraints. Int J Comput Vis 2002;47:89-98.
9. Terrillon J, Pilpre A, Niwa Y, Yamamoto K. Analysis of human skin color images for a large set of color space and for different camera systems. Proc IAPR Workshop on Machine Vision Applications (MVA '02), p 20-25.
10. Zarit BD, Super DJ, Quek FKH. Comparison of five color models in skin pixel classification. Proc International Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems, p 58-63, 1999.
11. Ukita M, Matsuyama R. Real-time collaborative tracking of multiple objects by a set of active vision agents. Trans CVIM Inf Process Soc 2002;43:64-79.
12. Ohtsuka K, Takekawa N. Analysis of mutual occlusion and sequential estimation of state for multiple objects by multi-point observation. Trans CVIM Inf Process Soc 2003;44:109-125.
13. Sugimoto A, Taniuchi K, Matsuyama R. Tracking human heads based on interaction between hypotheses with certainty. Proc of Scandinavian Conference on Image Analysis, p 617-624, 2003.
14. Nakajima T, Hamazaki K, Okaya T, Deguchi K. Tracking of multiple human objects by fusion of multi-viewpoint images by CONDENSATION. Tech Rep IEICE MIRU 2002;2:317-322.