HMM-based gait recognition with human profiles

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4109 LNCS, Issue , 2006, Pages 596-603

  Suk, Heung Il ^a   Sin, Bong Kee ^a  

^a Pukyong National University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

GAIT ANALYSIS; MARKOV PROCESSES; MATHEMATICAL MODELS; SELF ORGANIZING MAPS;

CYCLIC ARCHITECTURE; HMM-BASED GAIT RECOGNITION; HUMAN IDENTIFICATION SYSTEMS;

PATTERN RECOGNITION;

EID: 33749635107     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11815921_65     Document Type: Conference Paper

References (11)

1. G. Johansson.: Visual perception of biological motion and a model for its analysis, Perception and Psychophysics, vol. 14. no. 2 (1973) 201-211
2. J. Aggarwal and Q. Cai: Human motion analysis - a review, Computer Vision and Image Understanding, vol. 73, no. 3 (1999) 428-440
3. C. Cedras and M. Shah.: Motion-based recognition - a survey, Image and Vision Computing, vol. 13, no. 2. (1995) 129-155
4. D.M. Gavrila.: The visual analysis of human movement - a survey, Computer Vision and Image Understanding, vol. 73. (1999) 82-98
5. A. Kale, A. Rajagopalan, N. Cuntoor, and V. Kruger.: Gait-based recognition of humans using continuous HMMs, Proceedings of the IEEE Conference on Automatic Face and Gesture Recognition, (2002) 321-326
6. A. Kale, A. N. Rajagopalan, A. Sundaresan, N. Cuntoor, A. RoyChowdhury, V. Krueger, R. Chellappa.: Identification of humans using gait, IEEE Transactions on Image Processing, September (2004)
7. J.J. Little and J.E. Boyd.: Recognizing people by their gait: the shape of motion, Videre, vol. 1, no. 2. (1998) 1-32
8. C. BenAbdelkader, R.Cutler, and L.Davis.: Motion-based recognition of people in eigengait space. IEEE Conf Automatic Face and Gesture Recognition, (2002) 254-259
9. R. Collins, R. Gross, and J. Shi.: Silhouette-based human identification from body shape and gait, IEEE Conf Automatic Face and Gesture Recognition, (2002) 351-356
10. Andrew R. Webb, Statistical Pattern Recognition Second Edition, John Wiley and Sons, 2002.
11. http://pages.cpsc.ucalgary.ca/~boyd/gait/experiment.html