Mohammed El Hassouni

Orcid: 0000-0002-6741-4799

According to our database1, Mohammed El Hassouni authored at least 141 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A multilevel backbone extraction framework.
Appl. Netw. Sci., December, 2024

Knowledge Distillation in Image Classification: The Impact of Datasets.
Comput., August, 2024

Point Cloud Quality Assessment Using a One-Dimensional Model Based on the Convolutional Neural Network.
J. Imaging, June, 2024

Comparison of Graph Distance Measures for Movie Similarity Using a Multilayer Network Model.
Entropy, February, 2024

Riemannian Generalized Gaussian Distributions on the Space of SPD Matrices for Image Classification.
IEEE Access, 2024

Improved Explainable Deep Learning Model for COVID-19 Diagnosis from CXR Images.
Proceedings of the 12th IEEE International Symposium on Signal, 2024

SWE-Net: Sliced-Wasserstein EfficientNet for Learning Discriminative Texture Features in Early Diagnosis of Knee Osteoarthritis.
Proceedings of the Thirteenth IEEE International Conference on Image Processing Theory, 2024

Learning Character Network Features for Movie Genre Classification.
Proceedings of the Thirteenth IEEE International Conference on Image Processing Theory, 2024

Foreword.
Proceedings of the Thirteenth IEEE International Conference on Image Processing Theory, 2024

Blind Point Cloud Quality Assessment via 3D Visual Saliency and Point-Based Neural Network.
Proceedings of the Thirteenth IEEE International Conference on Image Processing Theory, 2024

Évaluation de la Qualité Visuelle des Maillages 3D en Utilisant une Représentation par Graphe Pondéré.
Proceedings of the Extraction et Gestion des Connaissances, 2024

Texture Classification Using RGGD Statistical Model of CNN Feature Maps Encoding.
Proceedings of the 32nd European Signal Processing Conference, 2024

Perceptual Evaluation of Masked AutoEncoder Emergent Properties Through Eye-Tracking-Based Policy.
Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2024

2023
Exploring multivariate generalized gamma manifold for color texture retrieval.
Pattern Recognit., November, 2023

Photovoltaic power forecasting with a long short-term memory autoencoder networks.
Soft Comput., August, 2023

A Convolutional Neural Network-Based Connectivity Enhancement Approach for Autism Spectrum Disorder Detection.
J. Imaging, 2023

Multifractal analysis for improved osteoporosis classification.
Biomed. Signal Process. Control., 2023

No-Reference 3D Point Cloud Quality Assessment Using Multi-View Projection and Deep Convolutional Neural Network.
IEEE Access, 2023

Enhanced Deep Learning Explainability for COVID-19 Diagnosis from Chest X-ray Images by Fusing Texture and Shape Features.
Proceedings of the 10th International Conference on Wireless Networks and Mobile Communications, 2023

Point Cloud Quality Assessment using 1D VGG16 based Transfer Learning Model.
Proceedings of the 17th International Conference on Signal-Image Technology & Internet-Based Systems, 2023

Visual Mesh Quality Assessment Using Weighted Network Representation.
Proceedings of the Complex Networks & Their Applications XII, 2023

Multi-stream Point-based model for Blind Geometric Point Cloud Quality Assessment.
Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022
An autism spectrum disorder adaptive identification based on the Elimination of brain connections: a proof of long-range underconnectivity.
Soft Comput., 2022

The Geodesic Distance on the Generalized Gamma Manifold for Texture Image Retrieval.
J. Math. Imaging Vis., 2022

Saliency-based point cloud quality assessment method using aware features learning.
Proceedings of the 9th International Conference on Wireless Networks and Mobile Communications, 2022

Blind Projection-based 3D Point Cloud Quality Assessment Method using a Convolutional Neural Network.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

3D point cloud quality assessment method using Mahalanobis distance.
Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

No-reference Point Clouds Quality Assessment using Transformer and Visual Saliency.
Proceedings of the QoEVMA@MM 2022: Proceedings of the 2nd Workshop on Quality of Experience in Visual Multimedia Applications, 2022

Discriminative Deep Neural Network for Predicting Knee OsteoArthritis in Early Stage.
Proceedings of the Predictive Intelligence in Medicine - 5th International Workshop, 2022

Learning Graph Features for Colored Mesh Visual Quality Assessment.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

The similarity between movie scripts using Multilayer Network Laplacian Spectra Descriptor.
Proceedings of the IEEE Workshop on Complexity in Engineering, 2022

2021
A Hybrid Robust Image Watermarking Method Based on DWT-DCT and SIFT for Copyright Protection.
J. Imaging, 2021

Extracting modular-based backbones in weighted networks.
Inf. Sci., 2021

Learning Graph Convolutional Network for Blind Mesh Visual Quality Assessment.
IEEE Access, 2021

A CNN Based 3D Connectivity Matrices Features for Autism Detection: Application on ABIDE I.
Proceedings of the Ubiquitous Networking - 7th International Symposium, 2021

No-Reference Mesh Visual Quality Assessment Using Graph-Based Deep Learning.
Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

A Multi-Task Convolutional Neural Network For Blind Stereoscopic Image Quality Assessment Using Naturalness Analysis.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020
Discriminative Regularized Auto-Encoder for Early Detection of Knee OsteoArthritis: Data from the Osteoarthritis Initiative.
IEEE Trans. Medical Imaging, 2020

No-reference mesh visual quality assessment via ensemble of convolutional neural networks and compact multi-linear pooling.
Pattern Recognit., 2020

3D visual saliency and convolutional neural network for blind mesh quality assessment.
Neural Comput. Appl., 2020

Extracting Backbones in Weighted Modular Complex Networks.
CoRR, 2020

Multivariate copula statistical model and weighted sparse classification for radar image target recognition.
Comput. Electr. Eng., 2020

Exploring Hubs and Overlapping Nodes Interactions in Modular Complex Networks.
IEEE Access, 2020

Analysis of the Over-Connectivity in Autistic Brains Using the Maximum Spanning Tree: Application on the Multi-Site and Heterogeneous ABIDE Dataset.
Proceedings of the 8th International Conference on Wireless Networks and Mobile Communications, 2020

A Graph-based approach to derive the geodesic distance on Statistical manifolds: Application to Multimedia Information Retrieval.
Proceedings of the 8th International Conference on Wireless Networks and Mobile Communications, 2020

A backbone extraction method for complex weighted networks (extended abstract).
Proceedings of MARAMI 2020 - Modèles & Analyse des Réseaux : Approches Mathématiques & Informatiques, 2020

Combination Of Handcrafted And Deep Learning-Based Features For 3d Mesh Quality Assessment.
Proceedings of the IEEE International Conference on Image Processing, 2020

Movie Script Similarity Using Multilayer Network Portrait Divergence.
Proceedings of the Complex Networks & Their Applications IX, 2020

2019
Immunization of networks with non-overlapping community structure.
Soc. Netw. Anal. Min., 2019

A general framework for complex network-based image segmentation.
Multim. Tools Appl., 2019

Guest Editorial: Advances in Computational Intelligence for Multimodal Biomedical Imaging.
Multim. Tools Appl., 2019

Blind Robust 3D Mesh Watermarking Based on Mesh Saliency and Wavelet Transform for Copyright Protection.
Inf., 2019

Centrality in modular networks.
EPJ Data Sci., 2019

Evaluation of fractional Brownian motion synthesis methods using the SVM classifier.
Biomed. Signal Process. Control., 2019

Movienet: a movie multilayer network model using visual and textual semantic cues.
Appl. Netw. Sci., 2019

A Finite Mixture of Weibull-Based Statistical Model for Texture Retrieval in the Complex Wavelet Domain.
IEEE Access, 2019

Fusion of Convolutional Neural Network and Statistical Features for Texture classification.
Proceedings of the 2019 International Conference on Wireless Networks and Mobile Communications, 2019

Full Reference Mesh Visual Quality Assessment Using Pre-Trained Deep Network and Quality Indices.
Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

A Robust Blind 3-D Mesh Watermarking Technique Based on SCS Quantization and Mesh Saliency for Copyright Protection.
Proceedings of the Mobile, Secure, and Programmable Networking, 2019

Overview on HEVC Inter Frame Video Coding's Impact on the Energy Consumption for Next Generation WVSNs.
Proceedings of the New Trends in Model and Data Engineering, 2019

Mesh Visual Quality based on the combination of convolutional neural networks.
Proceedings of the Ninth International Conference on Image Processing Theory, 2019

Blind Robust 3-D Mesh Watermarking Based on Mesh Saliency and QIM Quantization for Copyright Protection.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

2018
Study of the relative magnitude in the wavelet domain for texture characterization.
Signal Image Video Process., 2018

Radar Target Recognition Using Salient Keypoint Descriptors and Multitask Sparse Representation.
Remote. Sens., 2018

Hybrid blind robust image watermarking technique based on DFT-DCT and Arnold transform.
Multim. Tools Appl., 2018

Blind 3D mesh visual quality assessment using support vector regression.
Multim. Tools Appl., 2018

A novel statistical model for content-based stereo image retrieval in the complex wavelet domain.
J. Vis. Commun. Image Represent., 2018

Reduced Reference Mesh Visual Quality Assessment Based on Convolutional Neural Network.
Proceedings of the 14th International Conference on Signal-Image Technology & Internet-Based Systems, 2018

How to Optimize the Utilization of Image Quality Metrics in Computer Vision?
Proceedings of the 2nd Mediterranean Conference on Pattern Recognition and Artificial Intelligence, 2018

A new weighted normal-based filter for 3D mesh denoising.
Proceedings of the 9th International Symposium on Signal, Image, Video and Communications, 2018

k-Truss Decomposition for Modular Centrality.
Proceedings of the 9th International Symposium on Signal, Image, Video and Communications, 2018

Blind Stereoscopic Image Quality Assessment Using Convolutional Neural Networks and Support Vector Regression.
Proceedings of the 9th International Symposium on Signal, Image, Video and Communications, 2018

Analysis of under-connectivity in Autism using the minimum spanning tree: application on large multi-site dataset.
Proceedings of the 9th International Symposium on Signal, Image, Video and Communications, 2018

Aircraft Target Recognition Using Copula Joint Statistical Model and Sparse Representation Based Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Convolutional Neural Network for Blind Mesh Visual Quality Assessment Using 3D Visual Saliency.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Multilayer Network Model of Movie Script.
Proceedings of the Complex Networks and Their Applications VII, 2018

Betweenness Centrality for Networks with Non-Overlapping Community Structure.
Proceedings of the 2018 IEEE Workshop on Complexity in Engineering, 2018

Target recognition in ISAR images based on relative phases of complex wavelet coefficients and sparse classification.
Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

A blind mesh visual quality assessment method based on convolutional neural network.
Proceedings of the 3D Image Processing, Measurement (3DIPM), and Applications 2018, Burlingame, CA, USA, January 28, 2018

2017
Anisotropic Discrete Dual-Tree Wavelet Transform for Improved Classification of Trabecular Bone.
IEEE Trans. Medical Imaging, 2017

Fractional Brownian Motion and Rao Geodesic Distance for Bone X-Ray Image Characterization.
IEEE J. Biomed. Health Informatics, 2017

Target Recognition in Radar Images Using Weighted Statistical Dictionary-Based Sparse Representation.
IEEE Geosci. Remote. Sens. Lett., 2017

Trabecular bone characterization using circular parametric models.
Biomed. Signal Process. Control., 2017

Osteoporosis diagnosis using frequency separation and fractional Brownian motion.
Proceedings of the International Conference on Wireless Networks and Mobile Communications, 2017

A graph based approach for color texture classification in HSV color space.
Proceedings of the International Conference on Wireless Networks and Mobile Communications, 2017

Image Segmentation by Deep Community Detection Approach.
Proceedings of the Ubiquitous Networking - Third International Symposium, 2017

Mesh Visual Quality Assessment Metrics: A Comparison Study.
Proceedings of the 13th International Conference on Signal-Image Technology & Internet-Based Systems, 2017

Fully anisotropic morlet transform for the study of the trabecular bone texture variations.
Proceedings of the Symposium on Applied Computing, 2017

A convolutional neural network framework for blind mesh visual quality assessment.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Classification parcimonieuse pour l'aide à la reconnaissance de cibles radar.
Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

Diagnosis of osteoporosis disease from bone X-ray images with stacked sparse autoencoder and SVM classifier.
Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

Saliency attention and sift keypoints combination for automatic target recognition on MSTAR dataset.
Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

A proposed computer-aided diagnosis system for Parkinson's disease classification using <sup>123</sup>I-FP-CIT imaging.
Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

2016
Texture retrieval using mixtures of generalized Gaussian distribution and Cauchy-Schwarz divergence in wavelet domain.
Signal Process. Image Commun., 2016

Special Section Guest Editorial: Perceptually Driven Visual Information Analysis.
J. Electronic Imaging, 2016

Study of magnitude and extended relative phase information for color texture retrieval in L*a*b* color space.
Proceedings of the 2016 International Conference on Wireless Networks and Mobile Communications, 2016

A Curvature Based Method for Blind Mesh Visual Quality Assessment Using a General Regression Neural Network.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

No-Reference 3D Mesh Quality Assessment Based on Dihedral Angles Model and Support Vector Regression.
Proceedings of the Image and Signal Processing - 7th International Conference, 2016

Visual salient sift keypoints descriptors for automatic target recognition.
Proceedings of the 6th European Workshop on Visual Information Processing, 2016

An Image Segmentation Algorithm based on Community Detection.
Proceedings of the Complex Networks & Their Applications V - Proceedings of the 5th International Workshop on Complex Networks and their Applications (COMPLEX NETWORKS 2016), Milan, Italy, November 30, 2016

Study of the Electromagnetic Scattering Models for Water Parameters Estimation from TerraSAR-X Images.
Proceedings of the International Conference on Big Data and Advanced Wireless Technologies, 2016

Aircraft recognition using a statistical model and sparse representation.
Proceedings of the International Conference on Big Data and Advanced Wireless Technologies, 2016

Texture classification using relative phase and Gaussian mixture models in the complex wavelet domain.
Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

A non-Gaussian statistical modeling of SIFT and DT-CWT for radar target recognition.
Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

2015
A statistical reduced-reference method for color image quality assessment.
Multim. Tools Appl., 2015

Generic multivariate model for color texture classification in RGB color space.
Int. J. Multim. Inf. Retr., 2015

Reduced Reference 3D Mesh Quality Assessment Based on Statistical Models.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

A new image segmentation approach using community detection algorithms.
Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015

Osteoporosis diagnosis using steerable pyramid decomposition and fractional Brownian motion.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

Sonar image segmentation based on statistical modeling of wavelet subbands.
Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

2014
Reduced reference image quality assessment based on statistics in empirical mode decomposition domain.
Signal Image Video Process., 2014

Color texture classification method based on a statistical multi-model and geodesic distance.
J. Vis. Commun. Image Represent., 2014

Osteoporosis Diagnosis Using Fractal Analysis and Support Vector Machine.
Proceedings of the Tenth International Conference on Signal-Image Technology and Internet-Based Systems, 2014

On Color Image Quality Assessment Using Natural Image Statistics.
Proceedings of the Tenth International Conference on Signal-Image Technology and Internet-Based Systems, 2014

Texture Retrieval Using Cauchy-Schwarz Divergence and Generalized Gaussian Mixtures.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Tetrolet-based reduced reference image quality assessment approach.
Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

Rotation-Invariant texture retrieval using a steerable Gaussian copula model.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Hierarchical MRI segmentation of the musculoskeletal system using texture analysis and topologigcal constraints.
Proceedings of the 5th European Workshop on Visual Information Processing, 2014

2013
Color Image Quality Assessment Measure Using Multivariate Generalized Gaussian Distribution.
Proceedings of the Ninth International Conference on Signal-Image Technology & Internet-Based Systems, 2013

2012
A New Image Distortion Measure Based on Natural Scene Statistics Modeling.
Int. J. Comput. Vis. Image Process., 2012

Texture analysis using dual tree M-band and Rényi entropy. Application to osteoporosis diagnosis on bone radiographs.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Multi-model Approach for Multicomponent Texture Classification.
Proceedings of the Image and Signal Processing - 5th International Conference, 2012

Texture Analysis for Trabecular Bone X-Ray Images Using Anisotropic Morlet Wavelet and Rényi Entropy.
Proceedings of the Image and Signal Processing - 5th International Conference, 2012

Kernel-Based Laplacian Smoothing Method for 3D Mesh Denoising.
Proceedings of the Image and Signal Processing - 5th International Conference, 2012

Image Quality Assessment Measure Based on Natural Image Statistics in the Tetrolet Domain.
Proceedings of the Image and Signal Processing - 5th International Conference, 2012

2011
Local appearance based face recognition method using block based steerable pyramid transform.
Signal Process., 2011

A Reduced Reference Image Quality Measure Using Bessel K Forms Model for Tetrolet Coefficients
CoRR, 2011

3d mesh denoising using normal based myriad filter.
Proceedings of the Seventh International Conference on Signal-Image Technology and Internet-Based Systems, 2011

Image Quality Assessment Based on Intrinsic Mode Function Coefficients Modeling.
Proceedings of the Digital Information and Communication Technology and Its Applications, 2011

Color Texture Classification Using Rao Distance between Multivariate Copula Based Models.
Proceedings of the Computer Analysis of Images and Patterns, 2011

2010
3D-Mesh denoising using an improved vertex based anisotropic diffusion
CoRR, 2010

2009
Face Recognition Using Enhanced Fisher Linear Discriminant.
Proceedings of the Fifth International Conference on Signal-Image Technology & Internet-Based Systems, 2009

Novel face recognition approach based on steerable pyramid feature extraction.
Proceedings of the International Conference on Image Processing, 2009

Curvelet-based feature extraction with B-LDA for face recognition.
Proceedings of the 7th IEEE/ACS International Conference on Computer Systems and Applications, 2009

2006
HOS-based image sequence noise removal.
IEEE Trans. Image Process., 2006

A statistical based approach for removing heavy tail noise from images.
Proceedings of the VISAPP 2006: Proceedings of the First International Conference on Computer Vision Theory and Applications, 2006

2005
Débruitage de séquences vidéo en présence de perturbations fortement impulsives. (Video sequences denoising in the presence of heavily impulsive perturbations).
PhD thesis, 2005

2004
Alpha-Stable Noise Reduction in Video Sequences.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

2003
A 2-D adaptive least l<sub>p</sub>-norm filter for impulsive noise cancellation in still images.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

Noise reduction in color video sequences using multichannel motion-compensated L-filter.
Proceedings of the 2003 International Conference on Image Processing, 2003

2001
Spatiotemporal adaptive 3-D Volterra equalizer for video restoration.
Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001


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