Based on the recent IMS Vision Forum held by the International IMS Program(Scheme), the growth engines that would help manufacturing sector economically grow in the future are explored in this paper. Key technologies for manufacturing innovation and environmental sustainability that will be needed to support the growth engines are then sought, along with education for future manufacturing.
Abstract:In this paper, a new method to recognize various motions of fighting with an aid of HMM is proposed. There are four kinds of fighting motion such as hook, jab, uppercut, and straight as the fighting motion. The motion graph is generalized to define each motion in motion data and the new 3D-chain code is used to convert motion data to motion graphs. The recognition experiment has been performed with HMM algorithm on motion graphs. The motion data is captured by a motion capture system developed in this study and by five actors. Experimental results are given with relatively high recognition rate of at least 85%.
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