Deep face recognition for biometric authentication

M Zulfiqar, F Syed, MJ Khan… - … conference on electrical …, 2019 - ieeexplore.ieee.org
… In this paper, we propose a deep learning based automated facial recognition system for
biometric authentication systems. Convolutional neural network (CNN), which is invariant to …

Enhancing biometric-capsule-based authentication and facial recognition via deep learning

T Phillips, X Zou, F Li, N Li - Proceedings of the 24th ACM Symposium …, 2019 - dl.acm.org
biometrics system for the domain of facial authentication which leverages state-ofthe-art
biometric recognition, deep … The second step of the biometric authentication system is feature …

Face biometric authentication system for atm using deep learning

S Ramya, R Sheeba, P Aravind… - … and Control Systems …, 2022 - ieeexplore.ieee.org
… that uses a Deep Convolutional electronic facial recognition. In the … For identity verification,
ATM systems now just require an … a Face Recognition System alliance for authentication, …

Face recognition using popular deep net architectures: A brief comparative study

T Gwyn, K Roy, M Atay - Future Internet, 2021 - mdpi.com
… Conversely, WebIDs that have been enhanced with biometric authenticationbiometric
authentication is an issue that can cause major problems when married to some authentication

Deep face image retrieval for cancelable biometric authentication

YK Jang, NI Cho - 2019 16th IEEE International Conference on …, 2019 - ieeexplore.ieee.org
biometric system for face authentication by exploiting the convolutional neural network (CNN)-based
face image … use faces are face detection, facial feature extraction, and face analysis. …

A face-recognition approach using deep reinforcement learning approach for user authentication

P Wang, WH Lin, KM Chao… - 2017 IEEE 14th …, 2017 - ieeexplore.ieee.org
… of biometric authentication schemes to identify user’s true identity by comparing the biometric
… Later on, learning discriminative deep face representation was developed through large-…

Comparative study between deep face, autoencoder and traditional machine learning techniques aiming at biometric facial recognition

JS Finizola, JM Targino, FGS Teodoro… - … Joint Conference on …, 2019 - ieeexplore.ieee.org
… neural network models in the biometric facial recognition environment. In the work written
by [28] a deep facial neural network based facial recognition method is investigated. In general…

Biometric face recognition system using deep dream and CNN

V Jagtap, U Pujeri, P Parlewar, S Landge… - International Journal of …, 2023 - ijisae.org
… use of Deep Dream, which is a computer vision algorithm that uses deep learning neural …
to increase the security of face recognition used for biometric validation systems. The motive of …

Efficient multimodal biometric recognition for secure authentication based on deep learning approach

V Rajasekar, M Saracevic, M Hassaballah… - … Journal on Artificial …, 2023 - World Scientific
biometric authentication system has been proposed based on CNN based deep learning
approach for efficient recognition… fields for activities such as face recognition, media network …

Deep face recognition: A survey

M Wang, W Deng - Neurocomputing, 2021 - Elsevier
Face recognition (FR) has been the prominent biometric technique for identity authentication
and has been widely used in many areas, such as military, finance, public security and …