基于面部特征的面部手势研究

Kun Yu, Jibin Yin
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引用次数: 4

摘要

目前,国内外对手势的研究多集中在手部的研究上,对面部手势的研究较少。基于多通道人机交互和人工智能快速发展的前提下,提出了基于面部特征的面部手势。首先,分析了人脸手势的定义、人脸手势的识别以及人脸手势处理的介绍。然后根据检测到的人脸特征,设计基于face++的人脸检测技术和一套基于人脸特征的交互手势,实现与计算机的交互。最后,用Java语言实现了一个人脸识别应用程序,并对人脸识别技术进行了测试和分析。结果表明,面部手势更有利于残障人士更容易与电脑互动,减轻手部负担。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Study of Facial Gesture Based on Facial Features
At present, researches on gestures at home and abroad mostly focus on the study of the hand, and there is less research on facial gestures. Based on the premise of multi-channel human-computer interaction and the rapid development of artificial intelligence, facial gestures based on facial features are proposed. Firstly, the definition of facial gestures and the recognition of facial gestures, as well as the introduction of facial gesture processing, are analyzed. Then facial detection technology based on Face++ and a set of interactive gestures based on facial features are designed according to the detected facial features, to achieve the interaction with the computer. Finally, a facial gesture application is implemented in Java language and the facial gesture technology is tested and analyzed. The results show that facial gestures are more conducive to hands-on disability for people with disabilities to more easily interact with computers and reduce the burden on their hands.
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