A survey on deep learning based face recognition

• Published in: Computer vision and image understanding Vol. 189; p. 102805
• Main Authors: Guo, Guodong, Zhang, Na
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.12.2019
• Subjects: Artificial Neural Network; Autoencoder; Convolutional Neural Networks; Deep learning; Face recognition; Generative Adversarial Networks; Deep learning; Face recognition; Artificial Neural Network; Autoencoder; 41A10; 65D05; 65D17; Generative Adversarial Networks; Convolutional Neural Networks; 41A05

Deep learning, in particular the deep convolutional neural networks, has received increasing interests in face recognition recently, and a number of deep learning methods have been proposed. This paper summarizes about 330 contributions in this area. It reviews major deep learning concepts pertinent...