基于面部表情识别的人机交互:退行性神经肌肉疾病的案例研究

Andreia Matos, V. Filipe, P. Couto
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引用次数: 8

摘要

在某些情况下,身体残疾可能成为基于键盘和鼠标设备的传统人机交互的障碍。基于计算机视觉的替代交互方式可能会成功地适应于特定的残疾情况。本文的目的是利用基于视觉的辅助技术,帮助患有退行性神经肌肉疾病的儿童通过面部表情识别与计算机互动。该算法在从儿童视频中提取的图像中进行了评估,初步结果表明,通过面部表情识别的计算机交互可以打破行动不便的人与计算机的关系障碍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Human-Computer Interaction Based on Facial Expression Recognition: A Case Study in Degenerative Neuromuscular Disease
Physical disability can, in certain cases, be a barrier for traditional human-computer interaction based on keyboard and mouse devices. Alternative ways of interaction based on computer vision may be successfully adapted in particular cases of disability. This paper purposes a vision-based assistive technology to help a child with a degenerative neuromuscular disease to interact with the computer through facial expression recognition. The proposed algorithm was evaluated in images extracted from videos of the child and the preliminary results indicate that computer-interaction via facial expression recognition can break down barriers for people with reduced mobility regarding their relation with computers.
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