第二十章 人脸识别

教学资料

• 教学参考
• 课件
• 小清爱提问：机器如何识别人脸[1]
• 小清爱提问：人脸识别有哪些风险 [https://mp.weixin.qq.com/s?__biz=Mzk0NjIzMzI2MQ==&mid=2247484578&idx=1&sn=8a08da81c62acafd3f3edb08589c669a&chksm=c3080e60f47f8776558467cab16fa311373868feca151d9307715504daed745f6884830226e9&scene=178#rd

]

扩展阅读

• 百度百科：脸盲症 [2]
• 听说你也有脸盲症？这可是病，治不好的那种！ [3]

视频展示

• 为什么脸盲症会认不清人脸？ [4]
• ArcFace 视频展示 [5]

演示链接

• BetaFace: detect face and key points [6]
• Face detection[7]

开发者资源

• Insight Face [8]
• Face js: quick demo with JS [9]

高级读者

• Brunelli R, Poggio T. Face recognition: Features versus templates[J]. IEEE transactions on pattern analysis and machine intelligence, 1993, 15(10): 1042-1052. [10]
• Sun Y, Wang X, Tang X. Deep learning face representation from predicting 10,000 classes[C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2014: 1891-1898. [11]
• Y. Taigman, M. Yang, M. Ranzato, and L. Wolf. DeepFace: Closing the gap to human-level performance in face verification. In Proc. CVPR, 2014.[12]
• 王东，利节，许莎， 人工智能，第一章，认识你的脸，2019 [13]