「CV」 人脸识别资源汇总

1 综述

1. Deep Learning Based Single Sample Per Person Face Recognition: A Survey
   2020-06-09 paper

2. A survey of face recognition techniques under occlusion
   2020-06-19 paper
   鲁棒的特征提取，遮挡感知，遮挡恢复

2 理论

3 通用

1. FaceNet: A Unified Embedding for Face Recognition and Clustering
   CVPR 2015 2015-03-12 paper | tensorflow | pytorch
   $\bullet \bullet$ FaceNet

2. Improving Pedestrian Attribute Recognition With Weakly-Supervised Multi-Scale Attribute-Specific Localization
   ICCV 2019 2019-10-10 paper
   半监督学习；

4 性别

1. Bias-Resilient Neural Network
   2019-10-08 paper | keras-tensorflow
   设计新的损失函数解决不同人种对于性别分类的影响；

5 年龄

1. Self-Paced Deep Regression Forests for Facial Age Estimation
   2019-10-08 paper
   渐进式；

6 情绪

6.1 基于图像

1. Oculum afficit: Ocular Affect Recognition
   2019-05-22 paper

2. Dynamic Multi-Task Learning for Face Recognition with Facial Expression
   ICCV 2019 2019-11-08 paper

3. Dynamic Deep Multi-task Learning for Caricature-Visual Face Recognition
   ICDAR 2019 2019-11-08 paper
   卡通人脸识别；

6.2 基于视频

1. frame attention networks for facial expression recognition in videos
   ICIP 2019 2019-06-29 paper

人脸预测该单列成目录

7 难点

7.1 遮挡

1. Does Generative Face Completion Help Face Recognition?
   2019-06-07 paper
   人脸遮挡对于人脸识别的影响；

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附录

A 参考资料