Mohammed El Hassouni

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 107

Top Venues

University of Burgundy, Dijon, France (PHD)

Education History

University of Burgundy, Dijon, France

PHD

Publications

Houda El Mohamadi, Mohammed El Hassouni
Improved Explainable Deep Learning Model for COVID-19 Diagnosis from CXR Images. ISIVC (2024)
Marouane Tliba, Mohamed Amine Kerkouri, Aladine Chetouani, Alessandro Bruno, Mohammed El Hassouni, Arzu Çöltekin
Perceptual Evaluation of Masked AutoEncoder Emergent Properties Through Eye-Tracking-Based Policy. ETRA (2024)
Majda Lafhel, Hocine Cherifi, Benjamin Renoust, Mohammed El Hassouni
Comparison of Graph Distance Measures for Movie Similarity Using a Multilayer Network Model. Entropy 26 (2) (2024)
Sanaa Hmaida, Hocine Cherifi, Mohammed El Hassouni
A multilevel backbone extraction framework. CoRR (2024)
Zakariae Abbad, Ahmed Drissi El Maliani, Mohammed El Hassouni, Mohamed Tahar Kadaoui Abbassi, Lionel Bombrun, Yannick Berthoumieu
Riemannian Generalized Gaussian Distributions on the Space of SPD Matrices for Image Classification. IEEE Access 12 (2024)
Sanaa Hmaida, Hocine Cherifi, Mohammed El Hassouni
A multilevel backbone extraction framework. Appl. Netw. Sci. 9 (1) (2024)
Abdelouahed Laazoufi, Mohammed El Hassouni, Hocine Cherifi
Point Cloud Quality Assessment using 1D VGG16 based Transfer Learning Model. SITIS (2023)
Ouardia Bouzeboudja, Boualem Haddad, Abdelmalek Taleb-Ahmed, Soltane Ameur, Mohammed El Hassouni, Rachid Jennane
Multifractal analysis for improved osteoporosis classification. Biomed. Signal Process. Control. 80 (Part) (2023)
Zakariae Abbad, Ahmed Drissi El Maliani, Said Ouatik El Alaoui, Mohammed El Hassouni, Mohamed Tahar Kadaoui Abbassi
Exploring multivariate generalized gamma manifold for color texture retrieval. Pattern Recognit. 143 (2023)
Houda El Mohamadi, Mohammed El Hassouni
Enhanced Deep Learning Explainability for COVID-19 Diagnosis from Chest X-ray Images by Fusing Texture and Shape Features. WINCOM (2023)
Mohammed El Hassouni, Hocine Cherifi
Visual Mesh Quality Assessment Using Weighted Network Representation. COMPLEX NETWORKS (1) (2023)
Fatima Zahra Benabdallah, Ahmed Drissi El Maliani, Dounia Lotfi, Mohammed El Hassouni
A Convolutional Neural Network-Based Connectivity Enhancement Approach for Autism Spectrum Disorder Detection. J. Imaging 9 (6) (2023)
Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni, Maher Jridi
No-Reference 3D Point Cloud Quality Assessment Using Multi-View Projection and Deep Convolutional Neural Network. IEEE Access 11 (2023)
Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni, Maher Jridi
Multi-stream Point-based model for Blind Geometric Point Cloud Quality Assessment. CBMI (2023)
Mohammed Sabri, Mohammed El Hassouni
Photovoltaic power forecasting with a long short-term memory autoencoder networks. Soft Comput. 27 (15) (2023)
Mohammed El Hassouni, Hocine Cherifi
Learning Graph Features for Colored Mesh Visual Quality Assessment. ICIP (2022)
Fatima Zahra Benabdallah, Ahmed Drissi El Maliani, Dounia Lotfi, Rachid Jennane, Mohammed El Hassouni
An autism spectrum disorder adaptive identification based on the Elimination of brain connections: a proof of long-range underconnectivity. Soft Comput. 26 (10) (2022)
Yassine Nasser, Mohammed El Hassouni, Rachid Jennane
Discriminative Deep Neural Network for Predicting Knee OsteoArthritis in Early Stage. PRIME@MICCAI (2022)
Abdelouahed Laazoufi, Mohammed El Hassouni
Saliency-based point cloud quality assessment method using aware features learning. WINCOM (2022)
Majda Lafhel, Lylia Abrouk, Hocine Cherifi, Mohammed El Hassouni
The similarity between movie scripts using Multilayer Network Laplacian Spectra Descriptor. COMPENG (2022)
Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni
Blind Projection-based 3D Point Cloud Quality Assessment Method using a Convolutional Neural Network. VISIGRAPP (4: VISAPP) (2022)
Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni, Maher Jridi
No-reference Point Clouds Quality Assessment using Transformer and Visual Saliency. QoEVMA @ ACM Multimedia (2022)
Abdelouahed Laazoufi, Mohammed El Hassouni, Hocine Cherifi
3D point cloud quality assessment method using Mahalanobis distance. SITIS (2022)
Zakariae Abbad, Ahmed Drissi El Maliani, Said Ouatik El Alaoui, Mohammed El Hassouni, Mohamed Tahar Kadaoui Abbassi
The Geodesic Distance on the Generalized Gamma Manifold for Texture Image Retrieval. J. Math. Imaging Vis. 64 (3) (2022)
Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Hocine Cherifi, Longin Jan Latecki
Learning Graph Convolutional Network for Blind Mesh Visual Quality Assessment. IEEE Access 9 (2021)
Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni
A Multi-Task Convolutional Neural Network For Blind Stereoscopic Image Quality Assessment Using Naturalness Analysis. ICIP (2021)
Fatima Zahra Benabdallah, Ahmed Drissi El Maliani, Mohammed El Hassouni
A CNN Based 3D Connectivity Matrices Features for Autism Detection: Application on ABIDE I. UNet (2021)
Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni
A Multi-task convolutional neural network for blind stereoscopic image quality assessment using naturalness analysis. CoRR (2021)
Mohamed Hamidi, Mohamed El Haziti, Hocine Cherifi, Mohammed El Hassouni
A Hybrid Robust Image Watermarking Method Based on DWT-DCT and SIFT for Copyright Protection. J. Imaging 7 (10) (2021)
Zakariya Ghalmane, Chantal Cherifi, Hocine Cherifi, Mohammed El Hassouni
Extracting modular-based backbones in weighted networks. Inf. Sci. 576 (2021)
Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Hocine Cherifi
No-Reference Mesh Visual Quality Assessment Using Graph-Based Deep Learning. MMSP (2021)
Zakariae Abbad, Ahmed Drissi El Maliani, Said Ouatik El Alaoui, Mohammed El Hassouni
A Graph-based approach to derive the geodesic distance on Statistical manifolds: Application to Multimedia Information Retrieval. CoRR (2021)
Zakariya Ghalmane, Chantal Cherifi, Hocine Cherifi, Mohammed El Hassouni
A backbone extraction method for complex weighted networks (extended abstract). MARAMI (2020)
Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Longin Jan Latecki, Hocine Cherifi
Combination Of Handcrafted And Deep Learning-Based Features For 3d Mesh Quality Assessment. ICIP (2020)
Zakariya Ghalmane, Chantal Cherifi, Hocine Cherifi, Mohammed El Hassouni
Extracting Backbones in Weighted Modular Complex Networks. CoRR (2020)
Majda Lafhel, Hocine Cherifi, Benjamin Renoust, Mohammed El Hassouni, Youssef Mourchid
Movie Script Similarity Using Multilayer Network Portrait Divergence. COMPLEX NETWORKS (1) (2020)
Zakariae Abbad, Ahmed Drissi El Maliani, Said Ouatik El Alaoui, Mohammed El Hassouni
A Graph-based approach to derive the geodesic distance on Statistical manifolds: Application to Multimedia Information Retrieval. WINCOM (2020)
Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Longin Jan Latecki, Hocine Cherifi
3D visual saliency and convolutional neural network for blind mesh quality assessment. Neural Comput. Appl. 32 (21) (2020)
Zakariya Ghalmane, Chantal Cherifi, Hocine Cherifi, Mohammed El Hassouni
Exploring Hubs and Overlapping Nodes Interactions in Modular Complex Networks. IEEE Access 8 (2020)
Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Longin Jan Latecki, Hocine Cherifi
No-reference mesh visual quality assessment via ensemble of convolutional neural networks and compact multi-linear pooling. Pattern Recognit. 100 (2020)
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
Multivariate copula statistical model and weighted sparse classification for radar image target recognition. Comput. Electr. Eng. 84 (2020)
Fatima Zahra Benabdallah, Ahmed Drissi El Maliani, Dounia Lotfi, Mohammed El Hassouni
Analysis of the Over-Connectivity in Autistic Brains Using the Maximum Spanning Tree: Application on the Multi-Site and Heterogeneous ABIDE Dataset. WINCOM (2020)
Yassine Nasser, Rachid Jennane, Aladine Chetouani, Eric Lespessailles, Mohammed El Hassouni
Discriminative Regularized Auto-Encoder for Early Detection of Knee OsteoArthritis: Data from the Osteoarthritis Initiative. IEEE Trans. Medical Imaging 39 (9) (2020)
Zakariya Ghalmane, Mohammed El Hassouni, Chantal Cherifi, Hocine Cherifi
Centrality in modular networks. EPJ Data Sci. 8 (1) (2019)
Youssef Mourchid, Mohammed El Hassouni, Hocine Cherifi
A General Framework for Complex Network-Based Image Segmentation. CoRR (2019)
Achraf Ait-Beni-Ifit, Othmane Alaoui Fdili, Patrick Corlay, François-Xavier Coudoux, Mohammed El Hassouni
Overview on HEVC Inter Frame Video Coding's Impact on the Energy Consumption for Next Generation WVSNs. MEDI Workshops (2019)
Mohamed Hamidi, Aladine Chetouani, Mohamed El Haziti, Mohammed El Hassouni, Hocine Cherifi
Blind Robust 3-D Mesh Watermarking based on Mesh Saliency and QIM quantization for Copyright Protection. CoRR (2019)
Mohammed El Hassouni, Rachid Jennane, Ahmed Ben Hamida, Habib Benali, Basel Solaiman
Guest Editorial: Advances in Computational Intelligence for Multimodal Biomedical Imaging. Multim. Tools Appl. 78 (10) (2019)
Mohamed Hamidi, Aladine Chetouani, Mohamed El Haziti, Mohammed El Hassouni, Hocine Cherifi
Blind Robust 3-D Mesh Watermarking Based on Mesh Saliency and QIM Quantization for Copyright Protection. IbPRIA (1) (2019)
Abdessamad Tafraouti, Mohammed El Hassouni, Rachid Jennane
Evaluation of fractional Brownian motion synthesis methods using the SVM classifier. Biomed. Signal Process. Control. 49 (2019)
Youssef Mourchid, Mohammed El Hassouni, Hocine Cherifi
A general framework for complex network-based image segmentation. Multim. Tools Appl. 78 (14) (2019)
Youssef Mourchid, Benjamin Renoust, Olivier Roupin, Le Van, Hocine Cherifi, Mohammed El Hassouni
Movienet: A Movie Multilayer Network Model using Visual and Textual Semantic Cues. CoRR (2019)
Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Longin Jan Latecki, Hocine Cherifi
Mesh Visual Quality based on the combination of convolutional neural networks. IPTA (2019)
Mohamed Hamidi, Aladine Chetouani, Mohamed El Haziti, Mohammed El Hassouni, Hocine Cherifi
Blind Robust 3D Mesh Watermarking Based on Mesh Saliency and Wavelet Transform for Copyright Protection. Inf. 10 (2) (2019)
Hassan Rami, Ahmed Drissi El Maliani, Mohammed El Hassouni
A Finite Mixture of Weibull-Based Statistical Model for Texture Retrieval in the Complex Wavelet Domain. IEEE Access 7 (2019)
Mourad Jbene, Ahmed Drissi El Maliani, Mohammed El Hassouni
Fusion of Convolutional Neural Network and Statistical Features for Texture classification. WINCOM (2019)
Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Hocine Cherifi
Full Reference Mesh Visual Quality Assessment Using Pre-Trained Deep Network and Quality Indices. SITIS (2019)
Youssef Mourchid, Benjamin Renoust, Olivier Roupin, Le Van, Hocine Cherifi, Mohammed El Hassouni
Movienet: a movie multilayer network model using visual and textual semantic cues. Appl. Netw. Sci. 4 (1) (2019)
Mohamed Hamidi, Mohamed El Haziti, Hocine Cherifi, Mohammed El Hassouni
Hybrid blind robust image watermarking technique based on DFT-DCT and Arnold transform. CoRR (2019)
Mohamed Hamidi, Aladine Chetouani, Mohamed El Haziti, Mohammed El Hassouni, Hocine Cherifi
A Robust Blind 3-D Mesh Watermarking Technique Based on SCS Quantization and Mesh Saliency for Copyright Protection. MSPN (2019)
Mohamed Hamidi, Aladine Chetouani, Mohamed El Haziti, Mohammed El Hassouni, Hocine Cherifi
A Robust Blind 3-D Mesh Watermarking technique based on SCS quantization and mesh Saliency for Copyright Protection. CoRR (2019)
Zakariya Ghalmane, Mohammed El Hassouni, Hocine Cherifi
Immunization of networks with non-overlapping community structure. Soc. Netw. Anal. Min. 9 (1) (2019)
Mohamed Hamidi, Mohamed El Haziti, Hocine Cherifi, Mohammed El Hassouni
Hybrid blind robust image watermarking technique based on DFT-DCT and Arnold transform. Multim. Tools Appl. 77 (20) (2018)
Aladine Chetouani, Mohammed El Hassouni
How to Optimize the Utilization of Image Quality Metrics in Computer Vision? MedPRAI (2018)
Fatima Zahra Benabdallah, Ahmed Drissi El Maliani, Dounia Lotfi, Rachid Jennane, Mohammed El Hassouni
Analysis of under-connectivity in Autism using the minimum spanning tree: application on large multi-site dataset. ISIVC (2018)
Ayoub Karine, Ahmed Drissi El Maliani, Mohammed El Hassouni
A novel statistical model for content-based stereo image retrieval in the complex wavelet domain. J. Vis. Commun. Image Represent. 50 (2018)
Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Hocine Cherifi
Reduced Reference Mesh Visual Quality Assessment Based on Convolutional Neural Network. SITIS (2018)
Hind Oulhaj, Rachid Jennane, Aouatif Amine, Mohammed El Hassouni, Mohammed Rziza
Study of the relative magnitude in the wavelet domain for texture characterization. Signal Image Video Process. 12 (7) (2018)
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
Aircraft Target Recognition Using Copula Joint Statistical Model and Sparse Representation Based Classification. IGARSS (2018)
Mohammed El Hassouni, Aladine Chetouani, Rachid Jennane, Hocine Cherifi
A new weighted normal-based filter for 3D mesh denoising. ISIVC (2018)
Aladine Chetouani, Mohammed El Hassouni, Rachid Jennane
Blind Stereoscopic Image Quality Assessment Using Convolutional Neural Networks and Support Vector Regression. ISIVC (2018)
Youssef Mourchid, Benjamin Renoust, Hocine Cherifi, Mohammed El Hassouni
Multilayer Network Model of Movie Script. CoRR (2018)
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
Radar Target Recognition Using Salient Keypoint Descriptors and Multitask Sparse Representation. Remote. Sens. 10 (6) (2018)
Ilyass Abouelaziz, Mohammed El Hassouni, Hocine Cherifi
Blind 3D mesh visual quality assessment using support vector regression. Multim. Tools Appl. 77 (18) (2018)
Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Longin Jan Latecki, Hocine Cherifi
Convolutional Neural Network for Blind Mesh Visual Quality Assessment Using 3D Visual Saliency. ICIP (2018)
Zakariya Ghalmane, Mohammed El Hassouni, Hocine Cherifi
Immunization of networks with non-overlapping community structure. CoRR (2018)
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
Target recognition in ISAR images based on relative phases of complex wavelet coefficients and sparse classification. ATSIP (2018)
Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Hocine Cherifi
A blind mesh visual quality assessment method based on convolutional neural network. 3D Image Processing, Measurement (3DIPM), and Applications (2018)
Zakariya Ghalmane, Mohammed El Hassouni, Chantal Cherifi, Hocine Cherifi
k-Truss Decomposition for Modular Centrality. ISIVC (2018)
Youssef Mourchid, Benjamin Renoust, Hocine Cherifi, Mohammed El Hassouni
Multilayer Network Model of Movie Script. COMPLEX NETWORKS (1) (2018)
Zakariya Ghalmane, Mohammed El Hassouni, Chantal Cherifi, Hocine Cherifi
Centrality in Modular Networks. CoRR (2018)
Zakariya Ghalmane, Mohammed El Hassouni, Hocine Cherifi
Betweenness Centrality for Networks with Non-Overlapping Community Structure. COMPENG (2018)
Hind Oulhaj, Mohammed Rziza, Aouatif Amine, Hechmi Toumi, Eric Lespessailles, Rachid Jennane, Mohammed El Hassouni
Trabecular bone characterization using circular parametric models. Biomed. Signal Process. Control. 33 (2017)
Hind Oulhaj, Mohammed El Hassouni, Aouatif Amine, Mohammed Rziza, Rachid Jennane
Fully anisotropic morlet transform for the study of the trabecular bone texture variations. SAC (2017)
Youssef Mourchid, Mohammed El Hassouni, Hocine Cherifi
Image Segmentation by Deep Community Detection Approach. UNet (2017)
Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Hocine Cherifi
Mesh Visual Quality Assessment Metrics: A Comparison Study. SITIS (2017)
Mohammed El Hassouni, Abdessamad Tafraouti, Hechmi Toumi, Eric Lespessailles, Rachid Jennane
Fractional Brownian Motion and Rao Geodesic Distance for Bone X-Ray Image Characterization. IEEE J. Biomed. Health Informatics 21 (5) (2017)
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
Saliency attention and sift keypoints combination for automatic target recognition on MSTAR dataset. ATSIP (2017)
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
Target Recognition in Radar Images Using Weighted Statistical Dictionary-Based Sparse Representation. IEEE Geosci. Remote. Sens. Lett. 14 (12) (2017)
Mohammed El Moutaouakkil, Ahmed Drissi El Maliani, Mohammed El Hassouni
A graph based approach for color texture classification in HSV color space. WINCOM (2017)
Abdessamad Tafraouti, Mohammed El Hassouni, Hechmi Toumi, Eric Lespessailles, Rachid Jennane
Osteoporosis diagnosis using frequency separation and fractional Brownian motion. WINCOM (2017)
Abdelbasset Brahim, Laila Khedher, Juan Manuel Górriz, Javier Ramírez, Hechmi Toumi, Eric Lespessailles, Rachid Jennane, Mohammed El Hassouni
I-FP-CIT imaging. ATSIP (2017)
Yassine Nasser, Mohammed El Hassouni, Abdelbasset Brahim, Hechmi Toumi, Eric Lespessailles, Rachid Jennane
Diagnosis of osteoporosis disease from bone X-ray images with stacked sparse autoencoder and SVM classifier. ATSIP (2017)
Ilyass Abouelaziz, Mohammed El Hassouni, Hocine Cherifi
A convolutional neural network framework for blind mesh visual quality assessment. ICIP (2017)
Hind Oulhaj, Mohammed Rziza, Aouatif Amine, Hechmi Toumi, Eric Lespessailles, Mohammed El Hassouni, Rachid Jennane
Anisotropic Discrete Dual-Tree Wavelet Transform for Improved Classification of Trabecular Bone. IEEE Trans. Medical Imaging 36 (10) (2017)
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
Classification parcimonieuse pour l'aide à la reconnaissance de cibles radar. EGC (2017)
Soufiane Lamghari, Ali Khenchaf, Abdelmalek Toumi, Mohammed El Hassouni
Study of the Electromagnetic Scattering Models for Water Parameters Estimation from TerraSAR-X Images. BDAW (2016)
Youssef Mourchid, Mohammed El Hassouni, Hocine Cherifi
An Image Segmentation Algorithm based on Community Detection. COMPLEX NETWORKS (2016)
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
Visual salient sift keypoints descriptors for automatic target recognition. EUVIP (2016)
Ilyass Abouelaziz, Mohammed El Hassouni, Hocine Cherifi
A Curvature Based Method for Blind Mesh Visual Quality Assessment Using a General Regression Neural Network. SITIS (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mohammed El Hassouni