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 …

Masked face recognition using deep learning: A review

A Alzu'bi, F Albalas, T Al-Hadhrami, LB Younis… - Electronics, 2021 - mdpi.com
A large number of intelligent models for masked face recognition (MFR) has been recently
presented and applied in various fields, such as masked face tracking for people safety or …

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 …

Cropping and attention based approach for masked face recognition

Y Li, K Guo, Y Lu, L Liu - Applied Intelligence, 2021 - Springer
The global epidemic of COVID-19 makes people realize that wearing a mask is one of the
most effective ways to protect ourselves from virus infections, which poses serious …

A survey of face recognition techniques under occlusion

D Zeng, R Veldhuis, L Spreeuwers - IET biometrics, 2021 - Wiley Online Library
The limited capacity to recognise faces under occlusions is a long‐standing problem that
presents a unique challenge for face recognition systems and even humans. The problem …

A comprehensive survey on techniques to handle face identity threats: challenges and opportunities

MK Rusia, DK Singh - Multimedia Tools and Applications, 2023 - Springer
The human face is considered the prime entity in recognizing a person's identity in our
society. Henceforth, the importance of face recognition systems is growing higher for many …

A mixed-methods investigation of the factors affecting the use of facial recognition as a threatening AI application

X Wu, Z Zhou, S Chen - Internet Research, 2024 - emerald.com
Purpose Artificial intelligence (AI) applications pose a potential threat to users' data security
and privacy due to their high data-dependence nature. This paper aims to investigate an …

Digital face manipulation creation and detection: A systematic review

M Dang, TN Nguyen - Electronics, 2023 - mdpi.com
The introduction of publicly available large-scale datasets and advances in generative
adversarial networks (GANs) have revolutionized the generation of hyper-realistic facial …

A comprehensive study on face recognition: methods and challenges

P Payal, MM Goyani - The Imaging Science Journal, 2020 - Taylor & Francis
Face Recognition is the process of identifying and verifying the faces. Face recognition has
vast importance in the field of Security, Healthcare, Banking, Criminal Identification …

Hyperspectral-cube-based mobile face recognition: A comprehensive review

X Zhang, H Zhao - Information Fusion, 2021 - Elsevier
With the hyperspectral sensor technology evolving and becoming more cost-effective,
hyperspectral imaging offers new opportunities for robust face recognition. Hyperspectral …