Robust Gait Recognition Using Gait Energy Image and Band-Limited Phase-Only Correlation

Min Wang,Xiao-Feng Wang,Huanglin Zeng,Wei Jia

doi:10.1007/978-3-642-24728-6_34

Robust Gait Recognition Using Gait Energy Image and Band-Limited Phase-Only Correlation

Min Wang, Xiao-Feng Wang + Show 2 more

https://doi.org/10.1007/978-3-642-24728-6_34

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Publication Date: Jan 1, 2011

Citations: 12

Affiliation: Institute of Intelligent Machines, Sichuan University of Science and Engineering, Hefei University

#Band-Limited Phase-Only Correlation #Gait Energy Image + Show 8 more

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Abstract

Variations in clothing or taking something during walking change a walker’s appearance, making the problem of gait recognition much more difficult. In this paper, we exploit Band-Limited Phase-Only Correlation (BLPOC) method combine Gait Energy Image (GEI) for gait recognition. We use BLPOC method for feature extraction and matching in GEI. The results of experiments conducted on gait dataset CASIA_B show that BLPOC based method is significant robust on the walker’s appearance change compare to Principal Component Analysis (PCA) in GEI.KeywordsGait RecognitionGEIBLPOCPCA

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