Past, present, and future of face recognition: A review

I Adjabi, A Ouahabi, A Benzaoui, A Taleb-Ahmed - Electronics, 2020 - mdpi.com
Face recognition is one of the most active research fields of computer vision and pattern
recognition, with many practical and commercial applications including identification, access …

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 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 …

Pseudo RGB-D face recognition

B Jin, L Cruz, N Goncalves - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
In the last decade, advances and popularity of low-cost RGB-D sensors have enabled us to
acquire depth information of objects. Consequently, researchers began to solve face …

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 …

Challenges and opportunities of biometric user authentication in the age of iot: A survey

CW Lien, S Vhaduri - ACM Computing Surveys, 2023 - dl.acm.org
While the Internet of Things (IoT) devices, such as smartwatches, provide a range of services
from managing financial transactions to monitoring smart homes, these devices often lead to …

[图书][B] Handbook of face recognition

AK Jain, SZ Li - 2011 - Springer
Face recognition is one of the most important abilities that we use in our daily lives. There
are several reasons for the growing interest in automated face recognition, including rising …

A survey of ai-based facial emotion recognition: Features, ml & dl techniques, age-wise datasets and future directions

C Dalvi, M Rathod, S Patil, S Gite, K Kotecha - Ieee Access, 2021 - ieeexplore.ieee.org
Facial expressions are mirrors of human thoughts and feelings. It provides a wealth of social
cues to the viewer, including the focus of attention, intention, motivation, and emotion. It is …

A comprehensive survey on 3D face recognition methods

M Li, B Huang, G Tian - Engineering Applications of Artificial Intelligence, 2022 - Elsevier
Abstract 3D face recognition (3DFR) has emerged as an effective means of characterizing
facial identity over the past several decades. Depending on the types of techniques used in …

Learning from millions of 3D scans for large-scale 3D face recognition

SZ Gilani, A Mian - Proceedings of the IEEE conference on …, 2018 - openaccess.thecvf.com
Deep networks trained on millions of facial images are believed to be closely approaching
human-level performance in face recognition. However, open world face recognition still …