Deep learning for face recognition: a critical analysis

AJ Shepley - arXiv preprint arXiv:1907.12739, 2019 - arxiv.org
Face recognition is a rapidly developing and widely applied aspect of biometric
technologies. Its applications are broad, ranging from law enforcement to consumer …

Recent advances in deep learning techniques for face recognition

MTH Fuad, AA Fime, D Sikder, MAR Iftee, J Rabbi… - IEEE …, 2021 - ieeexplore.ieee.org
In recent years, researchers have proposed many deep learning (DL) methods for various
tasks, and particularly face recognition (FR) made an enormous leap using these …

Face recognition: From traditional to deep learning methods

DS Trigueros, L Meng, M Hartnett - arXiv preprint arXiv:1811.00116, 2018 - arxiv.org
Starting in the seventies, face recognition has become one of the most researched topics in
computer vision and biometrics. Traditional methods based on hand-crafted features and …

A survey of face recognition

X Wang, J Peng, S Zhang, B Chen, Y Wang… - arXiv preprint arXiv …, 2022 - arxiv.org
Recent years witnessed the breakthrough of face recognition with deep convolutional neural
networks. Dozens of papers in the field of FR are published every year. Some of them were …

Deep learning for face recognition: Pride or prejudiced?

S Nagpal, M Singh, R Singh, M Vatsa - arXiv preprint arXiv:1904.01219, 2019 - arxiv.org
Do very high accuracies of deep networks suggest pride of effective AI or are deep networks
prejudiced? Do they suffer from in-group biases (own-race-bias and own-age-bias), and …

Deep face recognition for biometric authentication

M Zulfiqar, F Syed, MJ Khan… - … conference on electrical …, 2019 - ieeexplore.ieee.org
Face is one of the most widely used biometrics for human identity authentication. Facial
recognition has remained an interesting and active research area in the past several …

A survey on deep learning based face recognition

G Guo, N Zhang - Computer vision and image understanding, 2019 - Elsevier
Deep learning, in particular the deep convolutional neural networks, has received
increasing interests in face recognition recently, and a number of deep learning methods …

Deep learning for understanding faces: Machines may be just as good, or better, than humans

R Ranjan, S Sankaranarayanan… - IEEE Signal …, 2018 - ieeexplore.ieee.org
Recent developments in deep convolutional neural networks (DCNNs) have shown
impressive performance improvements on various object detection/recognition problems …

Deep-learned faces: a survey

SP K. Wickrama Arachchilage, E Izquierdo - EURASIP Journal on Image …, 2020 - Springer
Deep learning technology has enabled successful modeling of complex facial features when
high-quality images are available. Nonetheless, accurate modeling and recognition of …

Lightface: A hybrid deep face recognition framework

SI Serengil, A Ozpinar - 2020 innovations in intelligent systems …, 2020 - ieeexplore.ieee.org
Face recognition constitutes a relatively a popular area which has emerged from the rulers
of the social media to top universities in the world. Those frontiers and rule makers recently …