Human Gait Recognition for Multiple Views

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• 作者：Yan-qiu Liu^a ;   ; ^b ;   ; ^{yanqiuliu@163.com} ; Xu Wang^a
• 关键词：gait recognition ; gait energy image ; Fourier transform ; multiple views
• 刊名：Procedia Engineering
• 出版年：2011
• 出版时间：2011
• 年：2011
• 卷：15
• 期：Complete
• 页码：1832-1836
• 全文大小：297 K

文摘

Gait recognition is a promising topic in the biometric technology. The technique identifies individuals based on their walk style. Gait energy image combines frames of one gait cycle together to enhance the relevance among them, to reduce the noise interference. In this paper, Fourier transform was carried out on the gait energy image. Their low frequency components were adopted to perform multi-view gait identification. The method was applied to CASIA database. The experiment results demonstrate that the proposed method is fast and effective.