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Research on the Virtuality-Reality Interaction Based on Dynamic Gesture Recognition in Augmented Reality System

机译:增强现实系统中基于动态手势识别的虚拟现实交互研究

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摘要

The real-time human-computer interaction (HCI) is one of the three most important features of augmented reality (AR) technology. Hand is the part of body used most frequently for the Virtuality-Reality Interactions (VRI) in AR system. Because of the complicated physiological structure of hand and the flexibility of hand motions, it is a hot research topic to recognize the user's dynamic gesture (DG) accurately and to trigger the corresponding operations. In this paper, the dynamic gesture spotting algorithm based on the analysis of speed variation and the dynamic gesture recognition (DGR) algorithm based on fuzzy measure and fuzzy integral are proposed. The experimental results show that by using this method, users can operate the virtual objects easily. The interaction process is natural, which enhances the users' immersion feeling.
机译:实时人机交互(HCI)是增强现实(AR)技术的三个最重要的功能之一。手是AR系统中最常用于虚拟现实交互(VRI)的身体部位。由于手的复杂生理结构和手部动作的灵活性,准确地识别用户的动态手势(DG)并触发相应的操作已成为研究的热点。提出了一种基于速度变化分析的动态手势识别算法和一种基于模糊测度和模糊积分的动态手势识别算法。实验结果表明,使用该方法,用户可以轻松地操作虚拟对象。交互过程是自然的,从而增强了用户的沉浸感。

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