Gait-based human identification from a monocular video sequence

Handbook of Pattern Recognition and Computer Vision, 3rd Edition

Volumn , Issue , 2005, Pages 411-430

  Kale, Amit ^a   Sundaresan, Aravind ^b,c   RoyChowdhury, Amit K ^b   Chellappa, Rama ^c  

^a Center for Visualization and Virtual Environments   (United States)

^b University of California Riverside   (United States)

^c UNIVERSITY OF MARYLAND   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

GAIT ANALYSIS; HIDDEN MARKOV MODELS; MARKOV PROCESSES; TEMPLATE MATCHING; VIDEO RECORDING;

DYNAMIC COMPONENT; HIDDEN MARKOV MODELS (HMMS); HUMAN IDENTIFICATION; MONOCULAR VIDEO SEQUENCES; MOTION CHARACTERISTICS; NOISE RESILIENCES; SPEAKER IDENTIFICATION; TEMPLATE MATCHING METHOD;

PATTERN RECOGNITION;

EID: 84968906635     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1142/9789812775320_0022     Document Type: Chapter

References (32)

1. G Johansson, "Visual motion perception," Scientific American, vol. 232, pp. 76-88, 1975.
2. L. Kozlowski and J. Cutting, "Recognizing the sex of a walker from a dynamic point display," Perception and Psychophysics, vol. 21, pp. 575-580, 1977.
3. J. Cutting and L. Kozlowski, "Recognizing friends by their walk:gait perception without familiarity cues," Bulletin of the Psychonomic Society, vol. 9, pp. 353-356, 1977.
4. CD. Barclay, J. E. Cutting, and L.T. Kozlowski, "Temporal and spatial factors in gait perception that influence gender recognition," Perception and Psychophysics, vol. 23, pp. 145-152, 1978.
5. D. Cunado, J.M. Nash, M.S. Nixon, and J. N. Carter, "Gait extraction and description by evidence-gathering," Proc. of the International Conference on Audio and Video Based Biometric Person Authentication, pp. 43-48, 1995.
6. P.S. Huang, C.J. Harris, and M.S. Nixon, "Recognizing humans by gait via parametric canonical space," Artificial Intelligence in Engineering, vol. 13, no. 4, pp. 359-366, October 1999.
7. R. Cutler C. Benabdelkader and L.S. Davis, "Motion based recognition of people in eigengait space," Proceedings of the IEEE Conference on Face and Gesture Recognition, pp. 267-272, 2002.
8. D. Tolliver and R. Collins, "Gait shape estimation for identification," Proceedings of AVBPA, pp. 734-742, 2003.
9. L. Lee and W.E.L. Grimson, "Gait analysis for recognition and classification," Proceedings of the IEEE Conference on Face and Gesture Recognition, pp. 155-161, 2002.
10. J. Hayfron Acquah, M.S. Nixon, and J.N. Carter, "Automatic gait recognition by symmetry analysis," Pattern Recognition Letters, pp. 2175-2183, 2003.
11. J. Han and B. Bhanu, "Statistical feature fusion for gait-based human recognition," Proc. of the IEEE Conference on Computer Vision and Pattern Recognition, 2004.
12. A. Elgammal, D. Harwood, and L. Davis, "Non-parametric model for background subtraction," FRAME-RATE Workshop, IEEE, 1999.
13. R.T. Collins Y. Liu and Y. Tsin, "Gait sequence analysis using frieze patterns," Proceedings of the European Conference on Computer Vision, vol. 2, pp. 657-671, 2002.
14. Sadaoki Furui, "Cepstral analysis technique for automatic speaker verification," IEEE Trans. Acoust., Speech, Signal Processing, vol. 29, no. 2, pp. 254-272, April 1981.
15. H. Sakoe and S. Chiba, "Dynamic programming algorithm optimization for spoken word recognition," IEEE Transactions on Acoustics, Speech and Signal Processing, vol. ASSP-26 no. 1, pp. 43-49, 1978.
16. Jinu Mariam Zacharia, "Text-independent speaker verification using segmental, suprasegmental and source features," M.S. thesis, IIT Madras Chennai India, March 2002.
17. A. Kale, N. Cuntoor, B. Yegnanarayana, A.N. Rajagopalan, and R. Chellappa, "Gaitbased human identification using appearance matching," in Optical and Digital Techniques for Information Security, B. Javidi, Ed. Springer Verlag, December 2004.
18. P. J. Phillips, S. Sarkar, I. Robledo, P. Grother, and K. W. Bowyer, "The gait identification challenge problem: Data sets and baseline algorithm," Proc of the International Conference on Pattern Recognition, 2002.
19. P. J. Phillips, S. Sarkar, I. Robledo, P. Grother, and K. W. Bowyer, "Baseline results for the challenge problem of human id using gait analysis," Proc. of the 5th IEEE Int. Conf. on Automatic Face and Gesture Recognition, 2002.
20. A. Veeraraghavan, A. RoyChowdhury, and R. Chellappa, "Role of shape and kinemat ics in human movement analysis," Proc. of the IEEE Conference on Computer Vision and Pattern Recognition, 2004.
21. L.R. Rabiner, "A tutorial on hidden markov models and selected applications in speech recognition," Proceedings of the IEEE, vol. 77, no. 2, pp. 257-285, February 1989.
22. A. P. Dempster, N. M. Laird, and D. B. Rubin, "Maximum likelihood from incomplete data via the em algorithm," Journal of the Royal Statistical Society, vol. 39, no. 1, pp. 1-38, 1977.
23. A. Kale, A. Sundaresan, A. N Rajagopalan, N. Cuntoor, A. RoyChowdhury, V.Kruger, and R. Chellappa, "Identification of humans using gait," IEEE Transactions on Image Processing, July 2004.
24. O.D. Faugeras, Three-Dimensional Computer Vision: A Geometric Viewpoint, MIT Press, 1993.
25. R. I. Hartley and A. Zisserman, Multiple View Geometry in Computer Vision, Cambridge University Press, 2000.
26. G.Shakhnarovich, L.Lee, and T.Darrell, "Integrated face and gait recognition from multiple views," Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, December 2001.
27. A.F. Bobick and A. Johnson, "Gait recognition using static activity-specific parameters," Proc. of the IEEE Conference on Computer Vision and Pattern Recognition, 2001.
28. Michael Isard and Andrew Blake, "Contour tracking by stochastic propagation of conditional density," Proceedings of ECCV, no. 1, pp. 343-356, 1996.
29. Vishwjit Nalwa, A Guided Tour of Computer Vision, Addison-Wesley, 1993.
30. A. Kale, A. RoyChowdhury, and R. Chellappa, "Fusion of gait and face for human identification," Proc. of the ICASSP, 2004.
31. A. Sundaresan, A. RoyChowdhury, and R. Chellappa, "3d modelling of human motion using kinematic chains and multiple cameras for tracking," Proc. of Eighth International Symposium on the 3-D Analysis of Human Movement, Tampa, 2004.
32. C. Bregler and J. Malik, "Tracking people with twists and exponential maps," Proc. of IEEE Conference on Computer Vision and Pattern Recognition, 1998.