基于视觉的手势识别

Yanmin Zhu, Zhibo Yang, Bo Yuan
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引用次数: 61

摘要

手势识别由于其在人机交互方面的便利性明显优于传统技术,近年来受到了学术界和工业界的广泛关注。这个领域已经从不同的角度进行了研究,其中基于视觉的方法提供了最自然和直观的界面。本文综述了基于视觉的手势识别技术,重点介绍了动态手势识别技术。首先,简要介绍了手势识别技术的基本概念和分类。然后,回顾了一些流行的相关技术和有趣的应用。最后,我们对该领域当前面临的挑战和有待解决的问题进行了讨论,并指出了未来工作的可能方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Vision Based Hand Gesture Recognition
Hand gesture recognition has attracted much attention from academia and industry in recent years due to its apparent superiority over traditional techniques in human-computer interaction in terms of convenience. This domain has been investigated from different perspectives among which vision based approaches provide the most natural and intuitive interfaces. This paper presents a comprehensive review on vision based hand gesture recognition, with an emphasis on dynamic hand gestures. First, a brief introduction of the basic concepts and the classification of hand gesture recognition techniques are given. Then, a number of popular related technologies and interesting applications are reviewed. Finally, we give some discussion on the current challenges and open questions in this area and point out a list of possible directions for future work.
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