Facial Expression Recognition

论文:
Deep Facial Expression Recognition: A Survey:
https://arxiv.org/pdf/1804.08348.pdf

Image based Static Facial Expression Recognition with Multiple Deep Network Learning:
https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/icmi2015_ChaZhang.pdf

A Compact Deep Learning Model for Robust Facial Expression Recognition:
http://openaccess.thecvf.com/content_cvpr_2018_workshops/papers/w41/Kuo_A_Compact_Deep_CVPR_2018_paper.pdf

Facial Expression Recognition by De-expression Residue Learning:
http://openaccess.thecvf.com/content_cvpr_2018/papers/Yang_Facial_Expression_Recognition_CVPR_2018_paper.pdf

开源代码:
Facial-Expression-Recognition:
https://github.com/xionghc/Facial-Expression-Recognition

Facial-Expression-Recognition.Pytorch:
https://github.com/WuJie1010/Facial-Expression-Recognition.Pytorch

最新的研究成果还没有对应的开源代码,上面的第二个开源工程在开源的当中算效果比较好的,对应的知乎文章是:基于深度卷积神经网络的人脸表情识别,感觉还有优化的空间。最后的一篇论文是用gan进行表情识别,效果还不错。

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