22 citations · 44 across the 5 of their papers we have counts for
5 papers
CSIM: A Copula-based similarity index sensitive to local changes for Image quality assessment
Safouane El Ghazouali, Umberto Michelucci, Yassin El Hillali +1
Image similarity metrics play an important role in computer vision applications, as they are used in image processing, computer vision and machine learning. Furthermore, those metr…
Class-Conditional self-reward mechanism for improved Text-to-Image models
Safouane El Ghazouali, Arnaud Gucciardi, Umberto Michelucci
Self-rewarding have emerged recently as a powerful tool in the field of Natural Language Processing (NLP), allowing language models to generate high-quality relevant responses by p…
FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anything
Safouane El Ghazouali, Youssef Mhirit, Ali Oukhrid +2
In the realm of computer vision, the integration of advanced techniques into the processing of RGB-D camera inputs poses a significant challenge, given the inherent complexities ar…
FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite Imagery
Safouane El Ghazouali, Arnaud Gucciardi, Francesca Venturini +3
Object detection in remotely sensed satellite pictures is fundamental in many fields such as biophysical, and environmental monitoring. While deep learning algorithms are constantl…
Symbrain: A large-scale dataset of MRI images for neonatal brain symmetry analysis
Arnaud Gucciardi, Safouane El Ghazouali, Francesca Venturini +2
This paper presents an annotated dataset of brain MRI images designed to advance the field of brain symmetry study. Magnetic resonance imaging (MRI) has gained interest in analyzin…