no code implementations • 8 Jun 2021 • Mahammed Messadi, Hocine Cherifi, Abdelhafid Bessaid
In this work, we present an automated diagnosis system based on the ABCD rule used in clinical diagnosis in order to discriminate benign from malignant skin lesions.
no code implementations • 22 Oct 2019 • Mohamed Hamidi, Mohamed El Haziti, Hocine Cherifi, Driss Aboutajdine
In this paper, we propose a blind robust image watermarking approach as a solution to the problem of copyright protection of digital images.
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 • 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.
1 code implementation • 16 Jul 2012 • Günce Orman, Vincent Labatut, Hocine Cherifi
Community detection is a very active field in complex networks analysis, consisting in identifying groups of nodes more densely interconnected relatively to the rest of the network.
1 code implementation • 21 Jun 2012 • Günce Orman, Vincent Labatut, Hocine Cherifi
Community detection is one of the most active fields in complex networks analysis, due to its potential value in practical applications.
Social and Information Networks Physics and Society
1 code implementation • 18 Dec 2011 • Vincent Labatut, Hocine Cherifi
Among the numerous measures proposed over the years, it appears that the classical overall success rate and marginal rates are the more suitable for classifier comparison task.