Gender classification in human gait using support vector machine

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

Volumn 3708 LNCS, Issue , 2005, Pages 138-145

  Yoo, Jang Hee ^a   Hwang, Doosung ^b   Nixon, Mark S ^c  

^a Electronics and Telecommunications Research Institute (ETRI)   (South Korea)

^b Dankook University   (South Korea)

^c UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; ELECTRONIC DOCUMENT IDENTIFICATION SYSTEMS; FEATURE EXTRACTION; VECTOR QUANTIZATION;

GAIT PATTERNS; GENDER CLASSIFICATION; IMAGE SEQUENCES;

GESTURE RECOGNITION;

EID: 33646192927     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11558484_18     Document Type: Conference Paper

References (16)

1. Dempster, W. T., and Gaughran, G. R. L.: Properties of Body Segments Based on Size and Weight. American Journal of Anatomy, 120 (1967) 33-54
2. Foster, J. P., Nixon, M. S., and Prügel-Bennett, A.: Automatic Gait Recognition using Area-based Metrics. Pattern Recognition Letters, 24(14) (2003) 2489-2497
3. nd eds. Academic Press, Sun Diego (1990)
4. Goswami A.: A New Gait Parameterization Technique by Means of Cyclogram Moments: Application to Human Slop Walking. Gait and Posture, 8(1) (1998) 15-26
5. Inman, V. T., Ralston, H. J., and Todd, F.; Human Walking. Williams & Wilkins, Baltimore (1981)
6. Johansson, G.: Visual Perception of Biological Motion and a Model for Its Analysis. Perception and Psychophysics, 14(2) (1973) 201-211
7. Joachims, T.: Learning to Classify Text Using Support Vector Machines. Dissertation, Kluwer (2002)
8. Kozlowski, L. T., and Cutting, J. T.: Recognizing the Sex of a Walker from a Dynamic Point-Light Display, Perception and Psychology, 21(6) (1977) 575-580
9. Mather, G., and Murdoch, L.: Gender Discrimination in Biological Motion Displays based on Dynamic Cues, In Proceedings of the Royal Society of London, Vol.B (1994) 273-279
10. Murray, M. P., Drought, A. B., and Kory, R. C.: Walking Patterns of Normal Men. Journal of Bone and Joint Surgery, 46A(2) (1964) 335-360
11. Nixon, M. S., Cater, J. N., Grant, M. G., Gordon, L., and Hayfron-Acquah, J. B.: Automatic Recognition by Gait: Progress and Prospects. Sensor Review, 23(4) (2003) 323-331
12. Shutler, J. D., et al: On a Large Sequence-based Human Gait Database. In Proceedings of Recent Advances in Soft Computing, Nottingham, UK (2002) 66-71
13. Shin, M., and Park, C.: A Radial Basis Function Approach to Pattern Recognition and Its Applications. ETRI Journal, 22(2) (2000) 1-10
14. rd eds. Butterworth Heinemann (2002)
15. Winter, D. A.; The Biomechanics and Motor Control of Human Gait: Normal, Elderly and Pathological. Waterloo Biomechanics, Ontario (1991)
16. th Congress, Dunedin, New Zealand (2003)