A comprehensive analysis of deep learning based representation for face recognition

M Mehdipour Ghazi… - … and pattern recognition …, 2016 - cv-foundation.org
… (iv) The VGG-Face model [21] is shown to be more transferable compared to … deep learning
based face recognition requires further research to address the problem of face recognition

Deep face recognition: A survey

M Wang, W Deng - Neurocomputing, 2021 - Elsevier
… of face recognition (FR) since 2014, launched by the breakthroughs of DeepFace and DeepID.
Since then, deep learning … to stitch together pixels into invariant face representation, has …

Face recognition and identification using deep learning approach

KH Teoh, RC Ismail, SZM Naziri… - Journal of Physics …, 2021 - iopscience.iop.org
… detection and face identification. This paper describes the … a face recognition system through
deep learning using OpenCV in python. Deep learning is an approach to perform the face

A review of face recognition methods using deep learning network

AK Dubey, V Jain - Journal of Information and optimization …, 2019 - Taylor & Francis
deep models for face recognition in images and videos, we have also compared recent …
for face recognition. Keywords: Deep Neural Network, 2D Face, 3D-Face, Data sets, Face

Face recognition by humans and machines: three fundamental advances from deep learning

AJ O'Toole, CD Castillo - Annual Review of Vision Science, 2021 - annualreviews.org
… models currently achieve human levels of performance on real-world face recognition tasks.
We … We focus on deep learning findings that are relevant for understanding human face

Coupled deep learning for heterogeneous face recognition

X Wu, L Song, R He, T Tan - Proceedings of the AAAI conference on …, 2018 - ojs.aaai.org
… Based on the basic network, we develop a coupled deep learning (CDL) framework for
NIR-VIS face recognition. We combine the softmax term with relevance constraints and cross …

Faceqnet: Quality assessment for face recognition based on deep learning

J Hernandez-Ortega, J Galbally… - … on Biometrics (ICB), 2019 - ieeexplore.ieee.org
… approach for face recognition based on deep learning. The … a specific input image for face
recognition purposes. The training … for face Quality Assessment (QA) based on deep learning. …

Deep learning based representation for face recognition

PS Prasad, R Pathak, VK Gunjan… - … 2019: Proceedings of the …, 2020 - Springer
… has been provided good solution in terms of recognition performance, as day by … deep
learning based face representation under several different conditions like lower and upper face

FaceTime—Deep learning based face recognition attendance system

M Arsenovic, S Sladojevic, A Anderla… - 2017 IEEE 15th …, 2017 - ieeexplore.ieee.org
… The entire process of developing a face recognition model is … for face detection and CNN for
generating face embeddings. … of-the-art deep learning approaches for face recognition tasks. …

Deep learning for face recognition: Pride or prejudiced?

S Nagpal, M Singh, R Singh, M Vatsa - arXiv preprint arXiv:1904.01219, 2019 - arxiv.org
… , deep learning based face recognition systems are analyzed to investigate if they follow a
similar pattern. In order to understand the behavior of deep learning … -B for face recognition are …