[HTML][HTML] Past, present, and future of face recognition: A review

I Adjabi, A Ouahabi, A Benzaoui, A Taleb-Ahmed - Electronics, 2020 - mdpi.com
Face recognition is one of the most active research fields of computer vision and pattern
recognition, with many practical and commercial applications including identification, access …

A review of vehicle detection techniques for intelligent vehicles

Z Wang, J Zhan, C Duan, X Guan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Robust and efficient vehicle detection is an important task of environment perception of
intelligent vehicles, which directly affects the behavior decision-making and motion planning …

[HTML][HTML] Image denoising using a compressive sensing approach based on regularization constraints

AE Mahdaoui, A Ouahabi, MS Moulay - Sensors, 2022 - mdpi.com
In remote sensing applications and medical imaging, one of the key points is the acquisition,
real-time preprocessing and storage of information. Due to the large amount of information …

Ear recognition based on deep unsupervised active learning

Y Khaldi, A Benzaoui, A Ouahabi… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Cooperative machine learning has many applications, such as data annotation, where an
initial model trained with partially labeled data is used to predict labels for unseen data …

[HTML][HTML] Multi-block color-binarized statistical images for single-sample face recognition

I Adjabi, A Ouahabi, A Benzaoui, S Jacques - Sensors, 2021 - mdpi.com
Single-Sample Face Recognition (SSFR) is a computer vision challenge. In this scenario,
there is only one example from each individual on which to train the system, making it …

[HTML][HTML] Eye aspect ratio for real-time drowsiness detection to improve driver safety

C Dewi, RC Chen, CW Chang, SH Wu, X Jiang, H Yu - Electronics, 2022 - mdpi.com
Drowsiness is a major risk factor for road safety, contributing to serious injury, death, and
economic loss on the road. Driving performance decreases because of increased …

[HTML][HTML] AuSR1: Authentication and self-recovery using a new image inpainting technique with LSB shifting in fragile image watermarking

A Aminuddin, F Ernawan - Journal of King Saud University-Computer and …, 2022 - Elsevier
With the rapid development of multimedia technology, editing and manipulating digital
images have become more accessible than ever. This paper proposed color image …

Multi-modality sensing and data fusion for multi-vehicle detection

D Roy, Y Li, T Jian, P Tian… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
With the recent surge in autonomous driving vehicles, the need for accurate vehicle
detection and tracking is critical now more than ever. Detecting vehicles from visual sensors …

[HTML][HTML] Traffic sign classification using CNN and detection using faster-RCNN and YOLOV4

N Youssouf - Heliyon, 2022 - cell.com
Autonomous driving cars are becoming popular everywhere and the need for a robust traffic
sign recognition system that ensures safety by recognizing traffic signs accurately and fast is …

A novel public dataset for multimodal multiview and multispectral driver distraction analysis: 3MDAD

I Jegham, AB Khalifa, I Alouani, MA Mahjoub - Signal Processing: Image …, 2020 - Elsevier
Driver distraction and fatigue have become one of the leading causes of severe traffic
accidents. Hence, driver inattention monitoring systems are crucial. Even with the growing …