no code implementations • 26 Jun 2021 • Zakariae Abbad, Ahmed Drissi El Maliani, Said Ouatik El Alaoui, Mohammed El Hassouni
In this paper, we leverage the properties of non-Euclidean Geometry to define the Geodesic distance (GD) on the space of statistical manifolds.
1 code implementation • 17 Jun 2021 • Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni
To do this, we compute naturalness-based features using a Natural Scene Statistics (NSS) model in the complex wavelet domain.
no code implementations • 18 Oct 2019 • Youssef Mourchid, Benjamin Renoust, Olivier Roupin, Le Van, Hocine Cherifi, Mohammed El Hassouni
Motivated by these limitations, we introduce in this work a multilayer network model to capture the narration of a movie based on its script, its subtitles, and the movie content.
no code implementations • Wireless Networks and Mobile Communications (WINCOM) 2019 • Jbene Mourad, Ahmed Drissi El Malinai, Mohammed El Hassouni
Texture image classification is one of the challenging problems that have various applications such as remote sensing, material recognition, and computer-aided medical diagnosis, etc.
no code implementations • 4 Jul 2019 • Youssef Mourchid, Mohammed El Hassouni, Hocine Cherifi
In order to segment the image into meaningful connected components, this paper proposes an image segmentation general framework using complex networks based community detection algorithms.
no code implementations • 13 Dec 2018 • Youssef Mourchid, Benjamin Renoust, Hocine Cherifi, Mohammed El Hassouni
Network models have been increasingly used in the past years to support summarization and analysis of narratives, such as famous TV series, books and news.
no code implementations • 8 Dec 2014 • Abdelkaher Ait Abdelouahad, Mohammed El Hassouni, Hocine Cherifi, Driss Aboutajdine
This paper deals with a reduced reference (RR) image quality measure based on natural image statistics modeling.
no code implementations • 29 Nov 2014 • Mounir Omari, Abdelkaher Ait Abdelouahad, Mohammed El Hassouni, Hocine Cherifi
This paper deals with color image quality assessment in the reduced-reference framework based on natural scenes statistics.
no code implementations • 27 Nov 2014 • Mounir Omari, Mohammed El Hassouni, Abdelkaher Ait Abdelouahad, Hocine Cherifi
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.
no code implementations • 27 Nov 2014 • Mounir Omari, Mohammed El Hassouni, Hocine Cherifi, Abdelkaher Ait Abdelouahad
Color distortion can introduce a significant damage in visual quality perception, however, most of existing reduced-reference quality measures are designed for grayscale images.