Advances in automatic gait recognition

Proceedings - Sixth IEEE International Conference on Automatic Face and Gesture Recognition

Volumn , Issue , 2004, Pages 139-144

  Nixon, Mark S ^a   Carter, John N ^a  

^a UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMETRICS; DISTANCE RESEARCH PROGRAMS; GAIT RECOGNITION;

COMPUTER VISION; DATA REDUCTION; DATABASE SYSTEMS; EIGENVALUES AND EIGENFUNCTIONS; MATHEMATICAL MODELS; MOTION ESTIMATION;

BIOMECHANICS;

EID: 4544263109     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AFGR.2004.1301521     Document Type: Conference Paper

References (63)

1. M. S. Nixon, et. al., Automatic Gait Recognition, In: A. K. Jain, et al. Eds., Biometrics: Personal Identification in Networked Society, pp 231-250, Kluwer, 1999
2. nd Ed., Waterloo, 1991
3. M. P. Murray, A. B. Drought, R. C. Kory, Walking Patterns of Normal Men, Journal of Bone and Joint Surgery, 46-A(2), pp 335-360, 1964
4. M. P. Murray, Gait as a total pattern of movement, American Journal of Physical Medicine, 46(1), pp. 290-332, 1967
5. G. Johannson, Visual Perception of Biological Motion and a Model for its Analysis, Perception and Psychophysics, 14, pp 201-211, 1973
6. W. H. Dittrich, Action categories and the perception of biological motion, Perception, 22, pp. 15-22, 1993
7. G. P. Binham, R. C. Shmidt and L. D. Rosenblum, Dynamics and the orientation of kinematic forms for visual event recognition, Journal of Experimental Psychology: Human Perception and Performance, 21(6), pp. 1473-1493, 1995
8. L. T. Kozlowski and J. E. Cutting, Recognising the sex of a walker from a dynamic point light display, Perception and Psychophysics, 21, pp. 575-580, 1977
9. S. Runenson and G. Frykholm, Kinematic specification of dynamics as an informational basis for person-and-action perception: expectation, gender recognition and deceptive intention, J. Exp Psychology: General, 112, pp. 585-615, 1983
10. G. Mather and L. Murdock, Gender discrimination in biological motion displays based on dynamic cues, Proc. R. Soc. Lond., B:258, pp. 273-279, 1994
11. J. E. Cutting and D. R. Proffitt, Gait perception as an example of how we perceive events, In R. D. Walk and H. L. Pich Eds., Intersensory Perception and Sensory Integration, Plenum Press, London UK, 1981
12. J. E. Cutting and L. T. Kozlowski, Recognising friends by their walk, Bull, of the Psych. Soc., 9(5), pp. 353-356, 1977
13. J. E. Cutting, D. R. Proffitt and L. T. Kozlowski, A biochemical invariant for gait perception, J. Exp Psychology: Human Perception and Performance, 4, pp. 357-372, 1978
14. H. Hill and F. E. Pollick, Exaggerating temporal differences enhaces recognition of individuals from point light displays, Psychological Science, 11, pp 223-228, 2000
15. S. V. Stevenage, M. S. Nixon and K. Vince, Visual Analysis of Gait as a Cue to Identity, App Cog Psych, 13(6), 513-526, 1999
16. S. A. Niyogi, E. H. Adelson, Analyzing and Recognizing Walking Figures in XYT, Proc. CVPR, pp 469-474, 1994.
17. J. Little and J. Boyd, Describing motion for recognition, Proc. Int. Symp. Comp. Vis., pp 235-240, 1995
18. J. Little and J. Boyd, Recognising People by Their Gait: the Shape of Motion, Videre, 1(2), pp 1-32 1998
19. H. Murase and R. Sakai, Moving Object Recognition in Eigenspace Representation: Gait Analysis and Lip Reading, Pattern Recog. Letters, 17, pp 155-162, 1996
20. P. S. Huang, C. J. Harris and M. S. Nixon, Recognizing Humans by Gait via Parametric Canonical Space, Artificial Intelligence in Engineering, 13(4), pp 359-366, 1999
21. P. S. Huang, C. J. Harris and M. S. Nixon, Human gait recognition in canonical space using temporal templates, IEE Proc. Vision, Image and Sig. Proc., 146(2), pp. 93-100, 1999
22. D. Cunado, M. S. Nixon and J. N. Carter, Using gait as a biometric, via phase-weighted magnitude spectra, LNCS 1206, pp 95-102, 1997
23. D. Cunado, M. S. Nixon and J. N. Carter, Automatic Extraction and Description of Human Gait Models for Recognition Purposes, CVIU, 90(1), pp 1-41, 2003
24. A. Kale, A. N. Rajagopalan, A. Sundaresan, N. Cuntoor, A. RoyChowdhury, V. Kruger, and R. Chellappa, Identification of Humans Using Gait, IEEE TIP (forthcoming), 2004
25. C. B. Abdelkader, R. Cutler, H. Nanda and L. Davis, EigenGait: Motion-Based Recognition Using Image Self-Similarity, LNCS 2091, pp 289-294, 2001
26. P. J. Phillips, S. Sarkar, I. Robledo, P. Grother and K. Bowyer, Baseline Results for the Challenge Problem of Human ID Using Gait Analysis, Proc. IEEE Conf. FG. '02, pp. 137-143, 2002
27. A. Y. Johnson and A. F. Bobick, A Multi-View Method for Gait Recognition Using Static Body Parameters, LNCS 2091, pp 301-311, 2001.
28. R. Collins, R. Gross and J. Shi, Silhouette-based Human Identification from Body Shape and Gait, Proc. IEEE Conf. FG '02, pp 366-371, 2002
29. J. P. Foster, M. S. Nixon, and A. Prugel-Bennet, Automatic Gait Recognition using Area-Based Metrics, Pattern Recog. Letters, 24, pp2489-2497, 2003
30. J. B. Hayfron-Acquah, M. S. Nixon and J. N. Carter, Automatic Gait Recognition by Symmetry Analysis, Pattern Recog. Letters, 24(13), pp. 2175-2183, 2003
31. J. D. Shutler, and M. S. Nixon, Zernike Velocity Moments for Description and Recognition of Moving Shapes, Proc. BMVC 2001, pp. 705-714, 2001
32. L. Lee and W. E. L. Grimson, Gait Analysis for Recognition and Classification, Proc. IEEE Conf. FG '02, pp 155-162, 2002
33. E. Tassone, G. West and S. Venkatesh, Temporal PDMs for Gait Classification, Proc. 16th ICPR, pp 1065-1069, 2002
34. I. R. Vega, and S. Sarkar, Statistical motion model based on the change of feature relationships: human gait-based recognition, IEEE TPAMI, 25(10), pp 1323-1328, 2003
35. L. Wang, T. N. Tan, W. M. Hu, and H. Z. Ning, Automatic Gait Recognition Based on Statistical Shape Analysis, IEEE TIP, 12(9), pp 1120-1131, 2003
36. L. Wang, T. Tan, H. Z. Ning, and W. M. Hu, Silhouette Analysis-Based Gait Recognition for Human Identification, IEEE TPAMI, 25(12), pp 1505-2528, 2003
37. B. Bhanu and J. Han, Human Recognition on Combining Kinematic and Stationary Features, LNCS 2688, pp 600-608, 2003
38. C-Y. Yam, M. S. Nixon and J. N. Carter, Automated Person Recognition by Walking and Running via Model-Based Approaches, Pattern Recog. 37 (forthcoming), 2004
39. J-H. Yoo, M. S. Nixon and C. J. Harris, Model-Driven Statistical Analysis of Human Gait Motion, Proc. ICIP, pp 285-288, 2002
40. P. J. Phillips, S. Sarkar, I. Robledo, P. Grother and K. Bowyer, The Gait Identification Challenge Problem: Data Sets and Baseline Algorithm, Proc. 16th ICPR, pp 385-389, 2002
41. R. Gross and J. Shi, The CMU Motion of Body (MoBo) Database, CMU-RI-TR-01-18, 2001
42. th Int. Conf. RASC, Nottingham (UK), 2002
43. G. Veres, J. N Carter and M. S. Nixon, What image information is important in silhouette-based gait recognition, Accepted IEEE CVPR 2004, Washington, July 2004
44. D. K. Wagg, and M. S. Nixon, On Automated Model-Based Extraction and Analysis of Gait, Accepted FGR 2004, 2004
45. A. Kale, N. Cuntoor, B. Yegnanarayana, A. Rajagopalan, and R. Chellappa, Gait Analysis for Human Identification, LNCS 2688, pp 706-714, 2003
46. A. Sundaresan, A. RoyChowdhury, and R. Chellappa, A Hidden Markov Model Based Framework for Recognition of Humans from Gait Sequences, Proc. ICIP. Pp. 143-50, 2003
47. M. S. Nixon, J. N. Carter, J. D. Shutler and M. G. Grant, Automatic Recognition by Gait: Progress and Prospects, Sensor Review, 23(4), pp 323-331, 2003
48. A. Sundaresan, A. Roy Chowdhury, and R. Chellappa, A hidden Markov model based framework for recognition of humans from gait sequences, Proc. ICIP, pp 93-96 2003.
49. D. Tolliver and R. Collins, Gait shape estimation for identification, LNCS 2688, pp 734-742, 2003.
50. th ICCV, pp 663-670 2003.
51. N. Cuntoor, A. Kale, and R. Chellappa, Combining Multiple Evidences for Gait Recognition, Proc. ICASSP, 3, pp 6-10, 2003.
52. A. Kale, N. Cuntoor, B. Yegnanarayana, A.N. Rajagopalan, and R. Chellappa, Gait Analysis for Human Identification, LNCS 2688, pp 706-714, 2003
53. V. J. Laxmi, J. N. Carter and R. I Damper, Support Vector Machines and Human Gait Classification, Proc. AutoID, pp 1722, 2002
54. R. Tanawongsuwan, and A. F. Bobick, Performance Analysis of Time-Distance Gait Parameters under Different Speeds, LNCS 2688, pp 715-724, 2003
55. N. Spencer and J. N. Carter, Viewpoint Invariance in Automatic Gait Recognition, Proc. AutoID, pp 1-6, 2002
56. A. Kale, A. K. R. Chowdhury, and R. Chellappa, Towards a View Invariant Gait Recognition Algorithm, Proc. Advanced Video and Signal Based Surv. pp. 143-50, 2003
57. K. J. Sharman, M. S. Nixon and J. N. Carter, Extraction and Description of 3D (Articulated) Moving Objects, Proc. 3D Data Processing Vis. Transmission, pp 664-667, 2002
58. S. P. Prismall, M. S. Nixon, and J. N. Carter, Novel Temporal Views of Moving Objects for Gait Biometrics, LNCS 2688, pp 725-733, 2003
59. B. Bhanu, and J. Han, Kinematic-based human motion analysis in infrared sequences, Proc. WACV, pp 208-12, 2002
60. L. Wang, T. Tan, H. Ning, and W. Hu, Fusion of Static and Dynamic Body Biometrics for Gait Recognition, IEEE TCSVT Special Issue on Image- and Video-Based Biometrics, (forthcoming), 2004
61. G. Shakhnarovich, and T. Darrell, On Probabilistic Combination of Face and Gait Cues for Identification, Proc. IEEE Conf. FG '02, pp 176-181, 2002
62. C-Y. Yam, M. S. Nixon and J. N. Carter, Automated Markerless Analysis of Human Walking and Running by Computer Vision, Proc. World Cong. Biomechanics, 2002
63. J-H. Yoo and M. S. Nixon, Markerless Human Gait Analysis via Image Sequences, Proc.International Society of Biomechanics XIXth Congress, Dunedin NZ, July 2003