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Research on Recognition System of Facial Expression for the Robot to Help Elder and Disabled

机译:机器人助残机器人面部表情识别系统研究。

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In view of the inflexibility of human-computer interaction for the robot to help elder and disabled, this paper introduces the recognition technology of facial expression to integrate with the robot. So, the robot can perform corresponding actions according to different facial expression, which greatly improves the convenience for human to control robot. This thesis mainly focuses on the accuracy of face location, the recognition rate of expression recognition and the application of expression recognition system. This thesis is trained and tested on the HELEN face dataset and the self-built face dataset respectively. The tests achieve good results in both face alignment experiments and facial expression recognition experiments. Finally, by combining the expression recognition system with robot platform of helping elder and disabled, the purpose of controlling the movement of the robot by expression information is realized, which proves the feasibility of the method.
机译:鉴于人机交互对机器人帮助老年人和残疾人的灵活性不足,本文介绍了与机器人集成的面部表情识别技术。因此,机器人可以根据不同的面部表情进行相应的动作,大大提高了人为控制机器人的便利性。本文主要研究人脸定位的准确性,表情识别的识别率以及表情识别系统的应用。本文分别针对HELEN人脸数据集和自建人脸数据集进行了训练和测试。该测试在面部对齐实验和面部表情识别实验中均取得了良好的结果。最后,通过将表情识别系统与助老,残障机器人平台相结合,实现了通过表情信息控制机器人运动的目的,证明了该方法的可行性。

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