Recognition of Hand Action in Virtual Maintenance Training System

摘要：

First the essential hand action elements through out the maintenance process are obtained by the modelling study of the equipment maintenance action,and according to them the necessary gestures incarnating the action intention are obtained;Then gestures recognition are realized by Fuzzy Neural Network after their definition.Emphasis is introduction to the structure and learning algorithm of network,and based on the exist algorithm of relevance grade,a new algorithm named average derivation to relevance grade is given.Finally the convergence and high efficiency of the network is verified by a gesture recognition instance in the virtual maintenance training system established by us.

作者: Sun Pei Qunxing Su Pengyuan Liu

会议类型: 国际会议

会议名称: Asia Simulation Conference 2008/the 7th International Conference on System Simulation and Scientific Computing(2008亚洲仿真会议/第七届系统仿真和科学计算国际会议)(ICSC2008)

会议地点: 北京

会议语种:英文

在线出版日期: 2008-10-10（万方平台首次上网日期，不代表论文的发表时间）