Search Results for author: Hocine Cherifi

Found 12 papers, 3 papers with code

Segmentation and ABCD rule extraction for skin tumors classification

no code implementations8 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.

Classification Lesion Classification +1

A blind Robust Image Watermarking Approach exploiting the DFT Magnitude

no code implementations22 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.

Movienet: A Movie Multilayer Network Model using Visual and Textual Semantic Cues

no code implementations18 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.

A General Framework for Complex Network-Based Image Segmentation

no code implementations4 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.

Community Detection Image Segmentation +2

Multilayer Network Model of Movie Script

no code implementations13 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.

A statistical reduced-reference method for color image quality assessment

no code implementations27 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.

Image Quality Assessment

On color image quality assessment using natural image statistics

no code implementations27 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.

Image Quality Assessment

Qualitative Comparison of Community Detection Algorithms

1 code implementation16 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.

Community Detection

Comparative Evaluation of Community Detection Algorithms: A Topological Approach

1 code implementation21 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

Evaluation of Performance Measures for Classifiers Comparison

1 code implementation18 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.

General Classification

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