视觉手势识别综述

随着计算机视觉的发展和人机交互的需要,手势识别研究取得了蓬勃的发展。然而,很少有对手势识别进行全面分析、总结、评述的相关综述研究。 针对这一问题, 就基于计算机视觉的手势识别技术的发展现状展开综述, 系统地分析和梳理了近三十年来基于计算机视觉的手势识别技术,按照手势识别的流程,将手势识别分为检测分割、分析和识别3个主要步骤,并对每个步骤分别进行评述,总结归纳其适用范围及优缺点。最后对手势识别进行总结展望。

Review of Gestures Recognition Based on Vision

In recent years,with the development of computer vision and the requirement of human computer interaction,gesture recognition research has made conspicuous progress.However,there are few little review research to gesture recognition with analysis,summarizing and evaluation.In this paper,in connection with summarizing the research and development status of the computer vision gesture recognition,we analyzed several gesture recognition technologies based on compute vision in the past 30 years.The steps of hand gesture recognition were proposed from three main steps:detection and segmentation,analysis and recognition.We summarized their application fields and their advantages and disadvantages,and then made a conclusion and the future scope.