Deep face recognition: A survey

M Wang, W Deng - Neurocomputing, 2021 - Elsevier
Deep learning applies multiple processing layers to learn representations of data with
multiple levels of feature extraction. This emerging technique has reshaped the research …

A survey on generative adversarial networks for imbalance problems in computer vision tasks

V Sampath, I Maurtua, JJ Aguilar Martin, A Gutierrez - Journal of big Data, 2021 - Springer
Any computer vision application development starts off by acquiring images and data, then
preprocessing and pattern recognition steps to perform a task. When the acquired images …

Face recognition: Past, present and future (a review)

M Taskiran, N Kahraman, CE Erdem - Digital Signal Processing, 2020 - Elsevier
Biometric systems have the goal of measuring and analyzing the unique physical or
behavioral characteristics of an individual. The main feature of biometric systems is the use …

Deep metric learning for person re-identification

D Yi, Z Lei, S Liao, SZ Li - 2014 22nd international conference …, 2014 - ieeexplore.ieee.org
Various hand-crafted features and metric learning methods prevail in the field of person re-
identification. Compared to these methods, this paper proposes a more general way that can …

Classical and modern face recognition approaches: a complete review

W Ali, W Tian, SU Din, D Iradukunda… - Multimedia tools and …, 2021 - Springer
Human face recognition have been an active research area for the last few decades.
Especially, during the last five years, it has gained significant research attention from …

A comprehensive survey on pose-invariant face recognition

C Ding, D Tao - ACM Transactions on intelligent systems and …, 2016 - dl.acm.org
The capacity to recognize faces under varied poses is a fundamental human ability that
presents a unique challenge for computer vision systems. Compared to frontal face …

A review of biometric technology along with trends and prospects

JA Unar, WC Seng, A Abbasi - Pattern recognition, 2014 - Elsevier
Identity management through biometrics offer potential advantages over knowledge and
possession based methods. A wide variety of biometric modalities have been tested so far …

Surveying the development of biometric user authentication on mobile phones

W Meng, DS Wong, S Furnell… - … Surveys & Tutorials, 2014 - ieeexplore.ieee.org
Designing reliable user authentication on mobile phones is becoming an increasingly
important task to protect users' private information and data. Since biometric approaches can …

Deep learning identity-preserving face space

Z Zhu, P Luo, X Wang, X Tang - Proceedings of the IEEE …, 2013 - cv-foundation.org
Face recognition with large pose and illumination variations is a challenging problem in
computer vision. This paper addresses this challenge by proposing a new learningbased …

Authentication of smartphone users using behavioral biometrics

A Alzubaidi, J Kalita - IEEE Communications Surveys & …, 2016 - ieeexplore.ieee.org
Smartphones and tablets have become ubiquitous in our daily lives. Smartphones, in
particular, have become more than personal assistants. These devices have provided new …