%0 Journal Article %T Gesture Recognition with a Focus on Important Actions by Using a Path Searching Method in Weighted Graph %A Kazumoto Tanaka %J International Journal of Computer Science Issues %D 2009 %I IJCSI Press %X 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. %K Gesture Recognition %K Sign Language %K Optical Flow %K Appearance-based %K Eeigenspace %K Weighted Graph %K Path Searching %K IJCSI %U http://www.ijcsi.org/papers/IJCSI_6-2-14-19.pdf