Robust local binary pattern for face recognition in different challenges

S Karanwal - Multimedia Tools and Applications, 2022 - Springer
Abstract In Local Binary Pattern (LBP), the minute pixel difference introduces image noise as
the virtue of which recognition rate decreases. Or in other words, LBP and most of the other …

Cross-resolution face identification using deep-convolutional neural network

RD Rakshit, DR Kisku, P Gupta, JK Sing - Multimedia Tools and …, 2021 - Springer
Low resolution (LR) and very low resolution (VLR) face images captured by surveillance
cameras make automatic face recognition (AFR) a challenging task. The performance of an …

[PDF][PDF] Machine Learning Approach for Facial Image Detection System

HM Al-Dabbas, RA Azeez, AE Ali - Iraqi Journal of Science, 2023 - iasj.net
Face detection systems are based on the assumption that each individual has a unique face
structure and that computerized face matching is possible using facial symmetry. Face …

Advanced facial recognition with LBP-URIGL hybrid descriptors

SH Hendi, HB Taher, KQ Hussein - Pollack Periodica, 2024 - akjournals.com
Facial recognition technology is transformative in security and human-machine interaction,
reshaping societal interactions. Robust descriptors, essential for high precision in machine …

Precise Face Recognition through GWO-Cuckoo Optimized Neural Networks and MRMR Feature Selection from Compressed Hybrid Domain Fusion.

M Shanmugam, VM Viswanatha… - International Journal of …, 2024 - search.ebscohost.com
In the domain of computer vision, face recognition systems play a pivotal role, particularly in
the context of security and access control. This research paper introduces a novel approach …

[PDF][PDF] Efficient compressed Face Recognition Method using Face Detection and ANN classifier

P Rangsee, KB Raja, KR Venugopal - academia.edu
The face recognition is the challenging task to identify from various facial expressions,
background illuminations and pose variations. In this paper, we propose efficient …