Computer Science – Computer Vision and Pattern Recognition
Scientific paper
2009-12-09
K. TANAKA, "Gesture Recognition with a Focus on Important Actions by Using a Path Searching Method in Weighted Graph", Interna
Computer Science
Computer Vision and Pattern Recognition
International Journal of Computer Science Issues, IJCSI Volume 6, Issue 2, pp14-19, November 2009
Scientific paper
This paper proposes a method of gesture recognition with a focus on important actions for distinguishing similar gestures. The method generates a partial action sequence by using optical flow images, expresses the sequence in the eigenspace, and checks the feature vector sequence by applying an optimum path-searching method of weighted graph to focus the important actions. Also presented are the results of an experiment on the recognition of similar sign language words.
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