Human posture recognition in video sequence using Pseudo 2-D Hidden Markov models

2004 8th International Conference on Control, Automation, Robotics and Vision (ICARCV)

Volumn 1, Issue , 2004, Pages 712-716

  Lim, Hock Wyi Aloysius ^a   Guo, Dong ^b   Huang, Zhiyong ^c   Tan, Tele ^c  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^b DSO NATIONAL LABORATORIES   (Singapore)

^c CURTIN UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

HIDDEN MARKOV MODELS; HUMAN POSTURE RECOGNITION; VIDEO SEQUENCE; VIDEO SURVEILLANCE SYSTEM;

ADAPTIVE FILTERING; ALGORITHMS; COMPUTATIONAL COMPLEXITY; FEATURE EXTRACTION; MARKOV PROCESSES; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; OPTIMIZATION; PROBABILITY;

IMAGE COMPRESSION;

EID: 21244439081     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. I. Pavlidis, V. Morellas, P. Tsiamyrtzi, and S. Harp, "Urban surveillance systems: From the laboratory to the commercial world," Proceedings of the IEEE, vol. 89, no. 10, pp. 1478-1497, Oct. 2001.
2. R. Collins, A. Lipton, H. Fujiyoshi, and T. Kanade, "Algorithm for cooperative multi-sensor surveillance," Proceedings of the IEEE, vol. 89, no. 10, pp. 1456-1477, Oct. 2001.
3. T. D. C. R. Wren, A. Azarbayejani and A. P. Pentland, "Pfinder: Real-time tracking of the human body," IEEE Trans. Pattern Anal. Machine Intell., vol. 19, no. 7, pp. 780-785, July 1997.
4. C. Stauffer and W. L. Grimson, "Learning patterns of activity using real-time tracking." IEEE Trans. Pattern Anal. Machine Intell., vol. 22, no. 8, pp. 747-757, Aug. 2000.
5. D. H. A. Elgammal, R. Duraiswami and L. S. Davis, "Background and foreground modeling using nonparameteric kernel density estimation for visual surveillance," Proceedings of IEEE, vol. 90, no. 7, pp. 1151-1163, July 2002.
6. R. Collins, R. Gross, and J. Shi, "Silhouette-based human identification from body shape and gait," in Proc. (IEEE) Conf. on Automatic Face and Gesture Recognition, Washington, DC USA, May 2002, pp. 351-356.
7. O.Javed and M. Shah, "Tracking and object classification for automated surveillance," in Proceedings of IEEE, vol. 90, Denmark, May 2002, pp. 343-357.
8. A. Datta, M. Shah, and N. D. V. Lobo, "Person-on-person violence detection in video data," in Proc. (IEEE) Conf. on Pattern Recognition, Aug. 2002, pp. 438-438.
9. J. Dever, N. D. V. Lobo, and M. Shah, "Automatic visual recognition of armed robbery," in Proc. (IEEE) Conf. on Pattern Recognition, Aug. 2002, pp. 451-455.
10. M. Bicego and V. Murino, "2d shape recognition by hidden markov models," in Proc. (IEEE) Conf. on Image Analysis and Processing, Palermo, Italy, Sept. 2001, pp. 20-24.
11. W.Abd-Almageed and C. Smith, "Hidden markov models for silhouette classification," in Proceedings o the 5th Biannual World Automation Congress, vol. 13, June 2002, pp. 395-402.
12. A. V. Nefian and M. H. Hayes, "A embedded hmm-based approach for face detection and recognition," in Proc. (IEEE) Conf. on Acoustics, Speech and Signal Processing, Phoenix, AZ, USA, Mar. 1999, pp. 3553-3556.