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Research on Vision-Based Multi-user Gesture Recognition Human-Computer Interaction

机译:基于视觉的多用户手势识别人机交互研究

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Human-Computer Interaction must follow the natural interaction principle of ‘People-oriented’.People prefer to do most of the interactions with hands in the daily life.This paper presents a vision-based multi-user gesture recognition Human-Computer Interaction technology which achieves natural interactions through clicking and moving the fingers on the computer screen.The method uses three cameras to capture video images of computer screen,and recognizes the fingers using image processing technique.The input positions are detected with the obtained fingertip positions and cameras parameters.A training process of gesture recognition and an average arithmetic of redundant data are introduced to improve the accuracy and robustness of system.Experimental results demonstrate the usability and adaptability of system.
机译:人机交互必须遵循``以人为本''的自然交互原理,人们在日常生活中更喜欢用手进行大部分交互。本文提出了一种基于视觉的多用户手势识别人机交互技术通过在计算机屏幕上单击和移动手指来实现自然的交互。该方法使用三个摄像头捕获计算机屏幕的视频图像,并使用图像处理技术识别手指。通过获取的指尖位置和摄像头参数来检测输入位置。介绍了手势识别的训练过程和冗余数据的平均算法,以提高系统的准确性和鲁棒性。实验结果证明了系统的可用性和适应性。

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