108 citations · 206 across the 13 of their papers we have counts for
9 papers · 1 filter
Parameter-Efficient Adaptation of mPLUG-Owl2 via Pixel-Level Visual Prompts for NR-IQA
Yahya Benmahane, Mohammed El Hassouni
In this paper, we propose a novel parameter-efficient adaptation method for No- Reference Image Quality Assessment (NR-IQA) using visual prompts optimized in pixel-space. Unlike fu…
Point Cloud Quality Assessment Using the Perceptual Clustering Weighted Graph (PCW-Graph) and Attention Fusion Network
Abdelouahed Laazoufi, Mohammed El Hassouni, Hocine Cherifi
No-Reference Point Cloud Quality Assessment (NR-PCQA) is critical for evaluating 3D content in real-world applications where reference models are unavailable.
DynSTG-Mamba: Dynamic Spatio-Temporal Graph Mamba with Cross-Graph Knowledge Distillation for Gait Disorders Recognition
Zakariae Zrimek, Youssef Mourchid, Mohammed El Hassouni
Gait disorder recognition plays a crucial role in the early diagnosis and monitoring of movement disorders. Existing approaches, including spatio-temporal graph convolutional netwo…
A Graph-based approach to derive the geodesic distance on Statistical manifolds: Application to Multimedia Information Retrieval
Zakariae Abbad, Ahmed Drissi El Maliani, Said Ouatik El Alaoui +1
In this paper, we leverage the properties of non-Euclidean Geometry to define the Geodesic distance (GD) on the space of statistical manifolds. The Geodesic distance is a real and…
Image quality assessment measure based on natural image statistics in the Tetrolet domain
Abdelkaher Ait Abdelouahad, Mohammed El Hassouni, Hocine Cherifi +1
This paper deals with a reduced reference (RR) image quality measure based on natural image statistics modeling. For this purpose, Tetrolet transform is used since it provides a co…
Color image quality assessment measure using multivariate generalized Gaussian distribution
Mounir Omari, Abdelkaher Ait Abdelouahad, Mohammed El Hassouni +1
This paper deals with color image quality assessment in the reduced-reference framework based on natural scenes statistics. In this context, we propose to model the statistics of t…
On color image quality assessment using natural image statistics
Mounir Omari, Mohammed El Hassouni, Hocine Cherifi +1
Color distortion can introduce a significant damage in visual quality perception, however, most of existing reduced-reference quality measures are designed for grayscale images. In…
A statistical reduced-reference method for color image quality assessment
Mounir Omari, Mohammed El Hassouni, Abdelkaher Ait Abdelouahad +1
Although color is a fundamental feature of human visual perception, it has been largely unexplored in the reduced-reference (RR) image quality assessment (IQA) schemes. In this pap…
A Reduced Reference Image Quality Measure Using Bessel K Forms Model for Tetrolet Coefficients
Abdelkaher Ait Abdelouahad, Mohammed El Hassouni, Hocine Cherifi +1
In this paper, we introduce a Reduced Reference Image Quality Assessment (RRIQA) measure based on the natural image statistic approach. A new adaptive transform called "Tetrolet" i…