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A Survey of Face Recognition

Xinyi WangJianteng PengSufang ZhangBihui ChenYi WangYandong Guo
Dec 2022
摘要
Recent years witnessed the breakthrough of face recognition with deepconvolutional neural networks. Dozens of papers in the field of FR arepublished every year. Some of them were applied in the industrial community andplayed an important role in human life such as device unlock, mobile payment,and so on. This paper provides an introduction to face recognition, includingits history, pipeline, algorithms based on conventional manually designedfeatures or deep learning, mainstream training, evaluation datasets, andrelated applications. We have analyzed and compared state-of-the-art works asmany as possible, and also carefully designed a set of experiments to find theeffect of backbone size and data distribution. This survey is a material of thetutorial named The Practical Face Recognition Technology in the IndustrialWorld in the FG2023.
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