21 citations · 33 across the 10 of their papers we have counts for
10 papers
Multilinear subspace learning for person re-identification based fusion of high order tensor features
Ammar Chouchane, Mohcene Bessaoudi, Hamza Kheddar +3
Video surveillance image analysis and processing is a challenging field in computer vision, with one of its most difficult tasks being Person Re-Identification (PRe-ID). PRe-ID aim…
Enhancing Plant Disease Detection: A Novel CNN-Based Approach with Tensor Subspace Learning and HOWSVD-MD
Abdelmalik Ouamane, Ammar Chouchane, Yassine Himeur +5
Machine learning has revolutionized the field of agricultural science, particularly in the early detection and management of plant diseases, which are crucial for maintaining crop…
Advancing Person Re-Identification: Tensor-based Feature Fusion and Multilinear Subspace Learning
Akram Abderraouf Gharbi, Ammar Chouchane, Abdelmalik Ouamane
Person re-identification (PRe-ID) is a computer vision issue, that has been a fertile research area in the last few years. It aims to identify persons across different non-overlapp…
A Powerful Face Preprocessing For Robust Kinship Verification based Tensor Analyses
Ammar chouchane, Mohcene Bessaoudi, Abdelmalik Ouamane
Kinship verification using facial photographs captured in the wild is difficult area of research in the science of computer vision. It might be used for a variety of applications,…
Enhancing Person Re-Identification through Tensor Feature Fusion
Akram Abderraouf Gharbi, Ammar Chouchane, Mohcene Bessaoudi +2
In this paper, we present a novel person reidentification (PRe-ID) system that based on tensor feature representation and multilinear subspace learning. Our approach utilizes pretr…
Fusion of Deep and Shallow Features for Face Kinship Verification
Belabbaci El Ouanas, Khammari Mohammed, Chouchane Ammar +3
Kinship verification from face images is a novel and formidable challenge in the realms of pattern recognition and computer vision. This work makes notable contributions by incorpo…
Enhancing Kinship Verification through Multiscale Retinex and Combined Deep-Shallow features
El Ouanas Belabbaci, Mohammed Khammari, Ammar Chouchane +5
The challenge of kinship verification from facial images represents a cutting-edge and formidable frontier in the realms of pattern recognition and computer vision. This area of st…
An Intelligent Edge-Deployable Indoor Air Quality Monitoring and Activity Recognition Approach
Mohamed Rafik Aymene Berkani, Ammar Chouchane, Yassine Himeur +2
The surveillance of indoor air quality is paramount for ensuring environmental safety, a task made increasingly viable due to advancements in technology and the application of arti…
AI in Thyroid Cancer Diagnosis: Techniques, Trends, and Future Directions
Yassine Habchi, Yassine Himeur, Hamza Kheddar +5
There has been a growing interest in creating intelligent diagnostic systems to assist medical professionals in analyzing and processing big data for the treatment of incurable dis…
Improving CNN-based Person Re-identification using score Normalization
Ammar Chouchane, Abdelmalik Ouamane, Yassine Himeur +4
Person re-identification (PRe-ID) is a crucial task in security, surveillance, and retail analysis, which involves identifying an individual across multiple cameras and views. Howe…