机械臂控制的手部手势统觉

T. V. Viyas, R. W. Baskar, N. S. Gabriel, A. Sanjive
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引用次数: 2

摘要

本文研究了用手势控制机械臂的方法。近年来,手势识别在各种应用中得到了广泛的应用。它们被用于自动化、医疗和游戏等各个领域。手势识别仍处于发展阶段。但是,在识别手势时仍然存在许多缺点。为了克服这一问题,提高手势的识别率,需要使用各种图像处理技术。对图像进行数据采集,并对采集到的图像进行预处理。然后通过特征提取过程提取图像的重要参数。然后通过提高图像的识别率,传递参数,实现对虚拟机械臂的控制。最后,机械臂根据各种手部动作进行操作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hand pantomime apperception for robotic arm control
This paper deals with controlling robotic arm using hand gestures. Usage of hand gesture recognition in various applications has gained much popularity in recent times. They are being used in various fields such as automation, medical and gaming. Hand gesture recognition is still in its developing stage. But still there are many drawbacks while recognizing hand gestures. To overcome this problem and to improve recognition rate of hand gestures, various image processing techniques are to be used. Data acquisition of the image is to be done and pre-processing is to be done to the acquired image. Then the important parameters of the image are to be extracted through the process of feature extraction. Then by improving the recognition rate of the image, the parameters are to be passed on for the purpose of controlling a virtual robotic arm. Finally, the robotic arm operates according to various hand movements.
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