情感交互自闭症治疗机器人头部设计与优化

Feng Wu, Sheng-zhao Lin, Xiangfei Cao, Huixin Zhong, Jia-ming Zhang
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引用次数: 2

摘要

具有面部表情的情感交互机器人有各种各样的应用,如研究、教育、伴侣、娱乐等。除此之外,具有面部表情的机器人在眼神交流、面部表情识别和呈现方面表现出独特的治疗效果,特别是在自闭症儿童的早期干预中。本研究重点研究了具有面部表情的人形机器人头部设计,并展示了第20届中国高交会展出的情感机器人头部的强大吸引力。在高交会期间,公众对机器人头的接受度反馈,结合治疗自闭症的特殊需求,优化了第二代机器人头的设计。因此,头部关键部件的机械结构,包括头部外壳、眼睛、颈部、舌头,都获得了更好的性能,并且使用更少的电机来产生更多可靠的面部表情。环保且具有生物相容性的TPE材料被用于制造覆盖在机器人头部的更像人类的皮肤。通过face++软件对机器人头部呈现的六大基本情绪的面部表情进行了测试,部分面部表情的识别准确率超过96%。本研究的贡献有三个方面,首先,它表明有限数量的马达可以产生可靠的基本情绪的面部表情;二是TPE材料适合制作覆盖机器人头部的类人皮肤;第三,它显示了我们的机器人头部作为训练自闭症患者识别和模仿情绪面部表情的实用和临床康复平台的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Head Design and Optimization of An Emotionally Interactive Robot for the Treatment of Autism
Emotionally interactive robots with facial expressions have various applications, such as research, education, companion, entertainment, and so on. Apart from this, robots with facial expressions demonstrate unique therapeutic effects via eye contact, facial expression recognition and presentation, especially in the early intervention for autistic children. The present study focuses on the head design of a humanoid robot with facial expressions and demonstrates strong attraction of the emotional robotic head presented in the 20th China Hi-Tech Fair. Feedback of the general public's acceptance of the robotic head during the High-tech Fair, was combined with the special needs in treatment of autism, to optimize the design of a second generation of the robotic head. As a result, the mechanical structures of the key components of the head, including the shell of the head, the eyes, the neck, the tongue, achieved better performance, and fewer motors were used to generate more and reliable facial expressions. TPE material which is environmentally friendly and bio-compatible was used in making a more human-like skin covering the robotic head. The facial expressions of the big six basic emotions presented by the robotic head has been tested by the Face++ software, and the recognition accuracy of some facial expressions exceeded 96%. The contributions of the present study are threefold, first of all, it shows that limited number of motors can generate reliable facial expressions of the basic emotions; second, TPE material is suitable for making human-like skin covering the robotic head; third, it shows the potential of our robotic head to be a practical and clinical rehabilitation platform of training autistic patients to recognize and imitate facial expressions of emotions.
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