The Brain & Neural Networks
Online ISSN : 1883-0455
Print ISSN : 1340-766X
ISSN-L : 1340-766X
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Volume 19, Issue 4
Displaying 1-8 of 8 articles from this issue
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  • Early Gesture Recognition based on Uniqueness of a Posture
    Manabu Kawashima, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguc ...
    2012 Volume 19 Issue 4 Pages 167-174
    Published: December 05, 2012
    Released on J-STAGE: February 08, 2013
    DOIhttps://doi.org/10.3902/jnns.19.167
    JOURNAL FREE ACCESS
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    In this paper, we propose a new gesture recognition method which is helpful for a man-machine interface. The most of traditional methods need the whole part of a gesture sequence. Therefore, a system has to wait for the end of gesture to start the recognition process. It causes a time delay between the user's action and the machine's response. Early recognition determines the recognition result before the end of the gesture. Proposed method needs the detection of neither the beginning nor the end of the gesture by detecting the unique posture for a gesture class. In our experiment, we confirmed that the result is determined quite early with high recognition accuracy.
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