虚拟现实系统手势识别融合算法

Hand Gesture Recognition Fusion Algorithm in Virtual Reality

该文首先给出D-S证据理论的概念,基于证据理论的思想提出了一种虚拟现实系统中比较适用的手势识别算法。在此算法中还讨论了隶属度概念,借助于模糊聚类算法中的隶属度概念提出了手势的隶属度,该文使用的隶属度公式只是模糊聚类算法的一个子集。

This paper presents the theory of D-S evidence theory and a practical hand gesture algorithm used to virtual reality based on D-S evidence theory.In the algorithm,fuzzy relation degree is also discussed.Based on fuzzy relation degree of fuzzy clustering algorithm,this paper defines another concept of hand fuzzy relation degree.But fuzzy relation degree function used in this paper is only a subset of FCM algorithm.