Reports of the Technical Conference of the Institute of Image Electronics Engineers of Japan
Online ISSN : 2758-9218
Print ISSN : 0285-3957
Reports of the 208th Technical Conference of the Institute of Image Electronics Engineers of Japan
Session ID : 03-07-17
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Host: The Institute of Image Electronics Engineers of Japan

Human Identification using Motion Pattern of Leg
*Nana TAKEDA, Toshiaki EJIMA
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Keywords: Human motion analysis, Biometrics, Gait recognition, Human identification, Fourier transform
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Abstract

We investigate human identification using motion pattern of leg (MPL). We utilize Fourier transform of MPL to identify individual among a set of human. Through experiment for human identification, it has been shown that amplitude spectrum of MPL is superior to phase spectrum as a feature for identification. In addition to that, using complex form as representation of two MPL, that is, MPL of right and left legs leads to better performance than using two simple MPL. As a result, using complex form of MPLs, we have achieved identification accuracy over 83.4% in telling who one is of four persons.

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© 2004 by The Institute of Image Electronics Engineers of Japan
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