2009 | OriginalPaper | Chapter
Early Recognition of Gesture Patterns Using Sparse Code of Self-Organizing Map
Authors : Manabu Kawashima, Atsushi Shimada, Rin-ichiro Taniguchi
Published in: Advances in Self-Organizing Maps
Publisher: Springer Berlin Heidelberg
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We propose a new gesture recognition method which is called “early recognition”. Early recognition is a method to recognize sequential patterns at their beginning parts. Therefore, in the case of gesture recognition, we can get a recognition result of human gestures before the gestures have finished. We realize early recognition by using sparse codes of Self-Organizing Map.