RGB-T image analysis technology and application: A survey

K Song, Y Zhao, L Huang, Y Yan, Q Meng - Engineering Applications of …, 2023 - Elsevier
Abstract RGB-Thermal infrared (RGB-T) image analysis has been actively studied in recent
years. In the past decade, it has received wide attention and made a lot of important …

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 …

Towards automated statistical partial discharge source classification using pattern recognition techniques

H Janani, B Kordi - High Voltage, 2018 - Wiley Online Library
This study presents a comprehensive review of the automated classification in partial
discharge (PD) source identification and probabilistic interpretation of the classification …

Multi-modal rgb–depth–thermal human body segmentation

C Palmero, A Clapés, C Bahnsen… - International Journal of …, 2016 - Springer
This work addresses the problem of human body segmentation from multi-modal visual cues
as a first stage of automatic human behavior analysis. We propose a novel RGB–depth …

Multi-scale thermal to visible face verification via attribute guided synthesis

X Di, BS Riggan, S Hu, NJ Short… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Thermal-to-visible face verification is a challenging problem due to the large domain
discrepancy between the modalities. Existing approaches either attempt to synthesize …

Face recognition: a novel multi‐level taxonomy based survey

A Sepas‐Moghaddam, FM Pereira, PL Correia - IET Biometrics, 2020 - Wiley Online Library
In a world where security issues have been gaining growing importance, face recognition
systems have attracted increasing attention in multiple application areas, ranging from …

Depth as attention for face representation learning

H Uppal, A Sepas-Moghaddam… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Face representation learning solutions have recently achieved great success for various
applications such as verification and identification. However, face recognition approaches …

Improved RGB‐D‐T based face recognition

MO Simón, C Corneanu, K Nasrollahi, O Nikisins… - Iet …, 2016 - Wiley Online Library
Reliable facial recognition systems are of crucial importance in various applications from
entertainment to security. Thanks to the deep‐learning concepts introduced in the field, a …

Face with mask detection in thermal images using deep neural networks

N Głowacka, J Rumiński - Sensors, 2021 - mdpi.com
As the interest in facial detection grows, especially during a pandemic, solutions are sought
that will be effective and bring more benefits. This is the case with the use of thermal …

Heterogeneous face frontalization via domain agnostic learning

X Di, S Hu, VM Patel - … Face and Gesture Recognition (FG 2021 …, 2021 - ieeexplore.ieee.org
Recent advances in deep convolutional neural networks (DCNNs) have shown impressive
performance improvements on thermal to visible face synthesis and matching problems …