EigenGait: Motion-Based Recognition of People Using Image Self-Similarity

@article{Benabdelkader01, abstract = {We present a novel technique for motion-based recognition of individual gaits in monocular sequences. Recent work has suggested that the image self-similarity plot of a moving person/object is a projection of its planar dynamics. Hence we expect that these plots encode much information about gait motion patterns, and that they can serve as good discriminants between gaits of different people. We propose a method for gait recognition that uses similarity plots the same way that face images are...}, author = {Benabdelkader, Chiraz and Cutler, Ross and Nanda, Harsh and Davis, Larry }, citeulike-article-id = {2481623}, journal = {Lecture Notes in Computer Science}, keywords = {key-frame-extraction}, pages = {284--??}, posted-at = {2008-03-07 04:03:17}, priority = {2}, title = {EigenGait: Motion-Based Recognition of People Using Image Self-Similarity}, url = {http://citeseer.ist.psu.edu/658919.html}, volume = {2091}, year = {2001} }

TY - JOUR ID - Benabdelkader01 L3 - citeulike-article-id:2481623 TI - EigenGait: Motion-Based Recognition of People Using Image Self-Similarity JF - Lecture Notes in Computer Science VL - 2091 SP - 284 EP - ?? N2 - We present a novel technique for motion-based recognition of individual gaits in monocular sequences. Recent work has suggested that the image self-similarity plot of a moving person/object is a projection of its planar dynamics. Hence we expect that these plots encode much information about gait motion patterns, and that they can serve as good discriminants between gaits of different people. We propose a method for gait recognition that uses similarity plots the same way that face images are... KW - key-frame-extraction AU - Benabdelkader, Chiraz AU - Cutler, Ross AU - Nanda, Harsh AU - Davis, Larry PY - 2001/// UR - http://citeseer.ist.psu.edu/658919.html ER -