Low-resolution face recognition: Review, challenges and research directions

P Dandekar, SS Aote, A Raipurkar - Computers and Electrical Engineering, 2024 - Elsevier
Low-resolution face recognition (LRFR) is an active research area as it is widely used in
forensics and surveillance systems. A lot of effort has been put into improving the …

Webface260M: A benchmark for million-scale deep face recognition

Z Zhu, G Huang, J Deng, Y Ye, J Huang… - … on Pattern Analysis …, 2022 - ieeexplore.ieee.org
Face benchmarks empower the research community to train and evaluate high-performance
face recognition systems. In this paper, we contribute a new million-scale recognition …

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 …

A Survey on Automatic Face Recognition Using Side‐View Face Images

P Santemiz, LJ Spreeuwers, RNJ Veldhuis - IET biometrics, 2024 - Wiley Online Library
Face recognition from side‐view positions poses a considerable challenge in automatic face
recognition tasks. Pose variation up to the side‐view is an issue of difference in appearance …

Large Pose Face Recognition via Facial Representation Learning

J **n, Z Wei, N Wang, J Li, X Gao - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Overcoming image acquisition perspectives and face pose variations is a key problem in
unconstrained face recognition tasks. One of the practical approaches is by reconstructing …

Detox Loss: Fairness Constraints for Learning With Imbalanced Data

S Nagpal, M Singh, R Singh… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Recent studies have highlighted a major caveat in several popular deep learning based
face recognition algorithms. Despite their high accuracy, they have shown to exhibit biased …

Landmark-Based Adversarial Network for RGB-D Pose Invariant Face Recognition

WJ Chen, CT Chiu, TC Lin - 2023 IEEE 5th International …, 2023 - ieeexplore.ieee.org
Even though numerous studies have been conducted, face recognition still suffers from poor
performance in pose variance. Besides fine appearance details of the face from RGB …

Large pose facial recognition based on 3D facial model

J Chang, L Tao - US Patent 12,080,028, 2024 - Google Patents
A method including generating a captured facial object and a captured pose from a captured
image. The method also includes obtaining a base facial object and a base pose from a …