Novel CNN with investigation on accuracy by modifying stride, padding, kernel size and filter numbers

HR Naseri, V Mehrdad - Multimedia Tools and Applications, 2023 - Springer
Face recognition is most important knowledge whom many researchers are working on. The
challenges with the existing approaches can allude to upscale input data from 48× 48 to 64× …

Xai-fr: explainable ai-based face recognition using deep neural networks

A Rajpal, K Sehra, R Bagri, P Sikka - Wireless Personal Communications, 2023 - Springer
Face Recognition aims at identifying or confirming an individual's identity in a still image or
video. Towards this end, machine learning and deep learning techniques have been …

Study of image sensors for enhanced face recognition at a distance in the Smart City context

JM Llauradó, FA Pujol, D Tomás, A Visvizi, M Pujol - Scientific Reports, 2023 - nature.com
Smart monitoring and surveillance systems have become one of the fundamental areas in
the context of security applications in Smart Cities. In particular, video surveillance for …

DeePLS: Personalize Lighting in Smart Home by Human Detection, Recognition, and Tracking

A Sobhani, F Khorshidi, M Fakhredanesh - SN Computer Science, 2023 - Springer
In recent years, the intelligence of different parts of the home has become one of the
essential features of any modern home. One of these parts is the intelligence lighting system …

Deep learning-based authentication for insider threat detection in critical infrastructure

A Budžys, O Kurasova, V Medvedev - Artificial Intelligence Review, 2024 - Springer
In today's cyber environment, threats such as data breaches, cyberattacks, and unauthorized
access threaten national security, critical infrastructure, and financial stability. This research …

[HTML][HTML] Facenet recognition algorithm subject to multiple constraints: assessment of the performance

JA Mensah, JK Appati, EKA Boateng, E Ocran… - Scientific African, 2024 - Elsevier
Literature has it that the performance of most face recognition algorithms still decline in
multiple constrained environments (Occlusions and Expressions), despite the achieved …

An efficient face recognition approach combining likelihood-based sufficient dimension reduction and LDA

A Benouareth - Multimedia Tools and Applications, 2021 - Springer
In this paper, an efficient approach is proposed for face recognition (FR) under pose and
illumination variations. It is based on combining likelihood-based sufficient dimension …

Exploring Machine Learning and Deep Learning Techniques for Occluded Face Recognition: A Comprehensive Survey and Comparative Analysis

K Muhamada, U Sudibyo… - Journal of Future …, 2024 - faith.futuretechsci.org
Face recognition occluded by occlusions, such as glasses or shadows, remains a challenge
in many security and surveillance applications. This study aims to analyze the performance …

Design on face recognition system with privacy preservation based on homomorphic encryption

Y Yang, Q Zhang, W Gao, C Fan, Q Shu… - Wireless personal …, 2022 - Springer
Face recognition is playing an increasingly important role in present society, and suffers
from the privacy leakage in plaintext. Therefore, a recognition system based on …

FewFaceNet: A Lightweight Few-Shot Learning-based Incremental Face Authentication for Edge Cameras

A Sufian, A Ghosh, D Barman, M Leo… - Proceedings of the …, 2023 - openaccess.thecvf.com
Face authentication is a widely used technique for verifying identity, but current approaches
encounter limitations due to their reliance on extensive computing resources, large datasets …