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.
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Wang, M., Jia, W., Zeng, H., Wang, XF. (2011). Robust Gait Recognition Using Gait Energy Image and Band-Limited Phase-Only Correlation. In: Huang, DS., Gan, Y., Bevilacqua, V., Figueroa, J.C. (eds) Advanced Intelligent Computing. ICIC 2011. Lecture Notes in Computer Science, vol 6838. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-24728-6_34
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DOI: https://doi.org/10.1007/978-3-642-24728-6_34
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-24727-9
Online ISBN: 978-3-642-24728-6
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