基于眼睛注视信息的面部表情分析

2011 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (CIMSA) Proceedings Pub Date : 2011-10-27 DOI:10.1109/CIMSA.2011.6059936

Yisu Zhao, Xin Wang, E. Petriu

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引用次数: 18

摘要

心理学家发现，人眼注视的方向对面部表情有很强的影响。然而，在面部表情识别中考虑眼球注视方向的研究很少。本文利用目光和面部表情信息的结合来检测人类的情绪。首先，眼睛凝视方向分为直视和回避凝视。然后根据眼睛注视分析结果进行面部表情识别。这可以提供一些面部表情之间的混淆，从而提高情绪检测的识别率。实验结果表明，该方法比单独识别面部表情具有更高的识别率。

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Facial expression anlysis using eye gaze information

Psychologists found that human eye gaze direction has a very strong influence on facial expression. However, there exist few researches that took eye gaze direction into consideration while recognizing facial expressions. This paper makes use of the combination of eye gaze and facial expression information to detect human emotion. First, eye gaze direction is categorized into direct gaze and avert gaze. We then carry on facial expression recognition based on the eye gaze analysis results. This could provide the confusion between some of the facial expressions therefore improve the recognition rate of emotion detection. Experimental results show that our proposed method can provide more accurate recognition rate then recognizing facial expression alone.

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2011 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (CIMSA) Proceedings

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