View-independent person identification from human gait

Neurocomputing

Volumn 69, Issue 1-3, 2005, Pages 250-256

  Zhang, Zonghua ^a,b   Troje, Nikolaus F ^a  

^a QUEEN S UNIVERSITY   (Canada)

^b HERIOT WATT UNIVERSITY   (United Kingdom)

Author keywords

Linear model; Principal component analysis (PCA); View independent gait identification

Indexed keywords

COMPUTER SIMULATION; FOURIER TRANSFORMS; GAIT ANALYSIS; MATHEMATICAL MODELS; MATRIX ALGEBRA; PRINCIPAL COMPONENT ANALYSIS;

LINEAR MODEL; MAXIMUM A POSTERIOR ESTIMATE; VIEW INDEPENDENT GAIT IDENTIFICATION;

PATTERN RECOGNITION;

ARTICLE; BAYES THEOREM; BIOMETRY; CONTROLLED STUDY; CORRELATION COEFFICIENT; EXPERIMENTAL DESIGN; FOURIER ANALYSIS; GAIT; HUMAN; HUMAN EXPERIMENT; IMAGE RECONSTRUCTION; MOTION; MOVEMENT PERCEPTION; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; PROCESS MODEL; STATISTICAL ANALYSIS; STATISTICAL MODEL; THREE DIMENSIONAL IMAGING; WALKING;

EID: 27844507504     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2005.06.002     Document Type: Article

References (6)

1. V. Bruce T. Valentine A.D. Baddeley The basis of the 3/4 view advantage in face recognition Appl. Cognitive Psychol. 1 2 1987 109-120
2. D. Cunado M. Nixon J. Carter Automatic extraction and description of human gait models for recognition purposes Comput. Vis. Image Understand. 90 1 2003 1-41
3. K. Grauman, G. Shakhnarovich, T. Darrell, A Bayesian approach to image-based visual hull reconstruction, in: Proceedings IEEE Conference on Computer Vision and Pattern Recognition, vol. 1, Wisconsin, USA, June 2003, pp. 187-194.
4. G. Shakhnarovich, L. Lee, T. Darrell, Integrated face and gait recognition from multiple views, in: Proceedings IEEE Conference on Computer Vision and Pattern Recognition, vol. 1, Hawaii, USA, December 2001, pp. 439-446.
5. N.F. Troje Decomposing biological motion: A framework for analysis and synthesis of human gait patterns J. Vis. 2 5 2002 371-387
6. N.F. Troje The little difference: Fourier based gender classification from biological motion, in: R.P. Würtz, M. Lappe (Eds.), Dynamic Perception 2002 Aka Verlag Berlin pp. 115-120