Title :
Analysis of Most Important Parts for Silhouette-Based Gait Recognition
Author :
Yogarajah, Pratheepan ; Condell, Joan V. ; Prasad, Girijesh
Author_Institution :
Intell. Syst. Res. Centre (ISRC), Univ. of Ulster, Londonderry, UK
Abstract :
Many silhouettes based features are proposed for gait recognition. But these methods suffer with covariate factors such as clothing and carrying objects. These covariate factors mostly attached with silhouettes and make gait recognition much difficult. Therefore we proposed a new silhouette based feature to analyse the influence of body parts and increase the recognition rate for individual identification.
Keywords :
feature extraction; gait analysis; object recognition; body parts; carried objects; clothing; covariate factors; individual identification; parts analysis; silhouette-based gait recognition; silhouettes based features; Clothing; Databases; Entropy; Image recognition; Poisson equations; Shape;
Conference_Titel :
Machine Vision and Image Processing Conference (IMVIP), 2011 Irish
Conference_Location :
Dublin
Print_ISBN :
978-1-4673-0230-2
DOI :
10.1109/IMVIP.2011.27
