Mohammed El Hassouni

169 papers B 9C 23Misc 6Journal 70Unranked 58

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Point cloud quality assessment using the perceptual clustering weighted graph (PCW-Graph) and attention fusion network. Expert Syst. Appl. Abdelouahed Laazoufi, Mohammed El Hassouni, Hocine Cherifi
2025	B	`conf`	Cross-Graph Relational Knowledge Distillation with Lightweight ST-GCN for Gait Disorder Recognition. IJCNN Zakariae Zrimek, Youssef Mourchid, Mohammed El Hassouni
2025	J	`jnl`	Dual-domain explainability-driven data augmentation for enhanced COVID-19 detection in chest X-rays. Multim. Tools Appl. Houda El Mohamadi, Mohammed El Hassouni, Rachid Jennane
2025	J	`jnl`	GATF-PCQA: A Graph Attention Transformer Fusion Network for Point Cloud Quality Assessment. J. Imaging Abdelouahed Laazoufi, Mohammed El Hassouni, Hocine Cherifi
2025	—	`conf`	Knowledge Distillation Between 2D and 3D Vision Transformers for Point Cloud Quality Assessment. IPTA Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni, Maher Jridi
2025	C	`conf`	Knowledge Distillation with Enhanced Lightweight STGCN for Gait Disorders Recognition. WINCOM Zakariae Zrimek, Youssef Mourchid, Mohammed El Hassouni
2025	—	`conf`	Knowledge Distillation with Enhanced Lightweight Stgcn for Gait Disorders Recognition. ICIPW Zakariae Zrimek, Youssef Mourchid, Mohammed El Hassouni
2025	J	`jnl`	NSS-MDL: Natural Scene Statistics-guided multi-task deep learning for no-reference point cloud quality assessment. Intell. Syst. Appl. Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni, Maher Jridi
2025	J	`jnl`	Parameter-Efficient Adaptation of mPLUG-Owl2 via Pixel-Level Visual Prompts for NR-IQA. CoRR Yahya Benmahane, Mohammed El Hassouni
2025	J	`jnl`	Point Cloud Quality Assessment Using the Perceptual Clustering Weighted Graph (PCW-Graph) and Attention Fusion Network. CoRR Abdelouahed Laazoufi, Mohammed El Hassouni, Hocine Cherifi
2024	J	`jnl`	A multilevel backbone extraction framework. Appl. Netw. Sci. Sanaa Hmaida, Hocine Cherifi, Mohammed El Hassouni
2024	J	`jnl`	A multilevel backbone extraction framework. CoRR Sanaa Hmaida, Hocine Cherifi, Mohammed El Hassouni
2024	—	`conf`	Blind Point Cloud Quality Assessment via 3D Visual Saliency and Point-Based Neural Network. IPTA Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni, Maher Jridi
2024	J	`jnl`	Comparison of Graph Distance Measures for Movie Similarity Using a Multilayer Network Model. Entropy Majda Lafhel, Hocine Cherifi, Benjamin Renoust, Mohammed El Hassouni
2024	—	`conf`	Foreword. IPTA Aladine Chetouani, Mohammed El Hassouni
2024	—	`conf`	Improved Explainable Deep Learning Model for COVID-19 Diagnosis from CXR Images. ISIVC Houda El Mohamadi, Mohammed El Hassouni
2024	J	`jnl`	Knowledge Distillation in Image Classification: The Impact of Datasets. Comput. Ange Gabriel Belinga, Stéphane Cédric Koumétio Tékouabou, Mohamed El Haziti, Mohammed El Hassouni
2024	—	`conf`	Learning Character Network Features for Movie Genre Classification. IPTA Majda Lafhel, Mohammed El Hassouni, Hacine Cherifi
2024	B	`conf`	Perceptual Evaluation of Masked AutoEncoder Emergent Properties Through Eye-Tracking-Based Policy. ETRA Marouane Tliba, Mohamed Amine Kerkouri, Aladine Chetouani, Alessandro Bruno, Mohammed El Hassouni, Arzu Çöltekin
2024	J	`jnl`	Point Cloud Quality Assessment Using a One-Dimensional Model Based on the Convolutional Neural Network. J. Imaging Abdelouahed Laazoufi, Mohammed El Hassouni, Hocine Cherifi
2024	J	`jnl`	Riemannian Generalized Gaussian Distributions on the Space of SPD Matrices for Image Classification. IEEE Access Zakariae Abbad, Ahmed Drissi El Maliani, Mohammed El Hassouni, Mohamed Tahar Kadaoui Abbassi, Lionel Bombrun, Yannick Berthoumieu
2024	—	`conf`	SWE-Net: Sliced-Wasserstein EfficientNet for Learning Discriminative Texture Features in Early Diagnosis of Knee Osteoarthritis. IPTA Yassine Nasser, Mohammed El Hassouni, Aladine Chetouani, Rachid Jennane
2024	—	`conf`	Texture Classification Using RGGD Statistical Model of CNN Feature Maps Encoding. EUSIPCO Zakariae Abbad, Ahmed Drissi El Maliani, Mohammed El Hassouni, Mohamed Tahar Kadaoui Abbassi, Lionel Bombrun, Yannick Berthoumieu
2024	—	`ed.`	Thirteenth IEEE International Conference on Image Processing Theory, Tools and Applications, IPTA 2024, Rabat, Morocco, October 14-17, 2024 IPTA Mohammed El Hassouni, Aladine Chetouani
2024	—	`conf`	Évaluation de la Qualité Visuelle des Maillages 3D en Utilisant une Représentation par Graphe Pondéré. EGC Mohammed El Hassouni, Hocine Cherifi
2023	J	`jnl`	A Convolutional Neural Network-Based Connectivity Enhancement Approach for Autism Spectrum Disorder Detection. J. Imaging Fatima Zahra Benabdallah, Ahmed Drissi El Maliani, Dounia Lotfi, Mohammed El Hassouni
2023	C	`conf`	Enhanced Deep Learning Explainability for COVID-19 Diagnosis from Chest X-ray Images by Fusing Texture and Shape Features. WINCOM Houda El Mohamadi, Mohammed El Hassouni
2023	J	`jnl`	Exploring multivariate generalized gamma manifold for color texture retrieval. Pattern Recognit. Zakariae Abbad, Ahmed Drissi El Maliani, Said Ouatik El Alaoui, Mohammed El Hassouni, Mohamed Tahar Kadaoui Abbassi
2023	C	`conf`	Multi-stream Point-based model for Blind Geometric Point Cloud Quality Assessment. CBMI Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni, Maher Jridi
2023	J	`jnl`	Multifractal analysis for improved osteoporosis classification. Biomed. Signal Process. Control. Ouardia Bouzeboudja, Boualem Haddad, Abdelmalek Taleb-Ahmed, Soltane Ameur, Mohammed El Hassouni, Rachid Jennane
2023	J	`jnl`	No-Reference 3D Point Cloud Quality Assessment Using Multi-View Projection and Deep Convolutional Neural Network. IEEE Access Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni, Maher Jridi
2023	J	`jnl`	Photovoltaic power forecasting with a long short-term memory autoencoder networks. Soft Comput. Mohammed Sabri, Mohammed El Hassouni
2023	—	`conf`	Point Cloud Quality Assessment using 1D VGG16 based Transfer Learning Model. SITIS Abdelouahed Laazoufi, Mohammed El Hassouni, Hocine Cherifi
2023	—	`conf`	Visual Mesh Quality Assessment Using Weighted Network Representation. COMPLEX NETWORKS (1) Mohammed El Hassouni, Hocine Cherifi
2022	—	`conf`	3D point cloud quality assessment method using Mahalanobis distance. SITIS Abdelouahed Laazoufi, Mohammed El Hassouni, Hocine Cherifi
2022	J	`jnl`	An autism spectrum disorder adaptive identification based on the Elimination of brain connections: a proof of long-range underconnectivity. Soft Comput. Fatima Zahra Benabdallah, Ahmed Drissi El Maliani, Dounia Lotfi, Rachid Jennane, Mohammed El Hassouni
2022	—	`conf`	Blind Projection-based 3D Point Cloud Quality Assessment Method using a Convolutional Neural Network. VISIGRAPP (4: VISAPP) Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni
2022	—	`conf`	Discriminative Deep Neural Network for Predicting Knee OsteoArthritis in Early Stage. PRIME@MICCAI Yassine Nasser, Mohammed El Hassouni, Rachid Jennane
2022	B	`conf`	Learning Graph Features for Colored Mesh Visual Quality Assessment. ICIP Mohammed El Hassouni, Hocine Cherifi
2022	—	`conf`	No-reference Point Clouds Quality Assessment using Transformer and Visual Saliency. QoEVMA @ ACM Multimedia Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni, Maher Jridi
2022	C	`conf`	Saliency-based point cloud quality assessment method using aware features learning. WINCOM Abdelouahed Laazoufi, Mohammed El Hassouni
2022	J	`jnl`	The Geodesic Distance on the Generalized Gamma Manifold for Texture Image Retrieval. J. Math. Imaging Vis. Zakariae Abbad, Ahmed Drissi El Maliani, Said Ouatik El Alaoui, Mohammed El Hassouni, Mohamed Tahar Kadaoui Abbassi
2022	—	`conf`	The similarity between movie scripts using Multilayer Network Laplacian Spectra Descriptor. COMPENG Majda Lafhel, Lylia Abrouk, Hocine Cherifi, Mohammed El Hassouni
2021	—	`conf`	A CNN Based 3D Connectivity Matrices Features for Autism Detection: Application on ABIDE I. UNet Fatima Zahra Benabdallah, Ahmed Drissi El Maliani, Mohammed El Hassouni
2021	J	`jnl`	A Graph-based approach to derive the geodesic distance on Statistical manifolds: Application to Multimedia Information Retrieval. CoRR Zakariae Abbad, Ahmed Drissi El Maliani, Said Ouatik El Alaoui, Mohammed El Hassouni
2021	J	`jnl`	A Hybrid Robust Image Watermarking Method Based on DWT-DCT and SIFT for Copyright Protection. J. Imaging Mohamed Hamidi, Mohamed El Haziti, Hocine Cherifi, Mohammed El Hassouni
2021	B	`conf`	A Multi-Task Convolutional Neural Network For Blind Stereoscopic Image Quality Assessment Using Naturalness Analysis. ICIP Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni
2021	J	`jnl`	A Multi-task convolutional neural network for blind stereoscopic image quality assessment using naturalness analysis. CoRR Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni
2021	J	`jnl`	Extracting modular-based backbones in weighted networks. Inf. Sci. Zakariya Ghalmane, Chantal Cherifi, Hocine Cherifi, Mohammed El Hassouni
2021	J	`jnl`	Learning Graph Convolutional Network for Blind Mesh Visual Quality Assessment. IEEE Access Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Hocine Cherifi, Longin Jan Latecki
2021	C	`conf`	No-Reference Mesh Visual Quality Assessment Using Graph-Based Deep Learning. MMSP Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Hocine Cherifi
2020	J	`jnl`	3D visual saliency and convolutional neural network for blind mesh quality assessment. Neural Comput. Appl. Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Longin Jan Latecki, Hocine Cherifi
2020	C	`conf`	A Graph-based approach to derive the geodesic distance on Statistical manifolds: Application to Multimedia Information Retrieval. WINCOM Zakariae Abbad, Ahmed Drissi El Maliani, Said Ouatik El Alaoui, Mohammed El Hassouni
2020	—	`conf`	A backbone extraction method for complex weighted networks (extended abstract). MARAMI Zakariya Ghalmane, Chantal Cherifi, Hocine Cherifi, Mohammed El Hassouni
2020	C	`conf`	Analysis of the Over-Connectivity in Autistic Brains Using the Maximum Spanning Tree: Application on the Multi-Site and Heterogeneous ABIDE Dataset. WINCOM Fatima Zahra Benabdallah, Ahmed Drissi El Maliani, Dounia Lotfi, Mohammed El Hassouni
2020	B	`conf`	Combination Of Handcrafted And Deep Learning-Based Features For 3d Mesh Quality Assessment. ICIP Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Longin Jan Latecki, Hocine Cherifi
2020	J	`jnl`	Discriminative Regularized Auto-Encoder for Early Detection of Knee OsteoArthritis: Data from the Osteoarthritis Initiative. IEEE Trans. Medical Imaging Yassine Nasser, Rachid Jennane, Aladine Chetouani, Eric Lespessailles, Mohammed El Hassouni
2020	J	`jnl`	Exploring Hubs and Overlapping Nodes Interactions in Modular Complex Networks. IEEE Access Zakariya Ghalmane, Chantal Cherifi, Hocine Cherifi, Mohammed El Hassouni
2020	J	`jnl`	Extracting Backbones in Weighted Modular Complex Networks. CoRR Zakariya Ghalmane, Chantal Cherifi, Hocine Cherifi, Mohammed El Hassouni
2020	—	`conf`	Movie Script Similarity Using Multilayer Network Portrait Divergence. COMPLEX NETWORKS (1) Majda Lafhel, Hocine Cherifi, Benjamin Renoust, Mohammed El Hassouni, Youssef Mourchid
2020	J	`jnl`	Multivariate copula statistical model and weighted sparse classification for radar image target recognition. Comput. Electr. Eng. Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2020	J	`jnl`	No-reference mesh visual quality assessment via ensemble of convolutional neural networks and compact multi-linear pooling. Pattern Recognit. Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Longin Jan Latecki, Hocine Cherifi
2019	J	`jnl`	A Finite Mixture of Weibull-Based Statistical Model for Texture Retrieval in the Complex Wavelet Domain. IEEE Access Hassan Rami, Ahmed Drissi El Maliani, Mohammed El Hassouni
2019	J	`jnl`	A General Framework for Complex Network-Based Image Segmentation. CoRR Youssef Mourchid, Mohammed El Hassouni, Hocine Cherifi
2019	—	`conf`	A Robust Blind 3-D Mesh Watermarking Technique Based on SCS Quantization and Mesh Saliency for Copyright Protection. MSPN Mohamed Hamidi, Aladine Chetouani, Mohamed El Haziti, Mohammed El Hassouni, Hocine Cherifi
2019	J	`jnl`	A Robust Blind 3-D Mesh Watermarking technique based on SCS quantization and mesh Saliency for Copyright Protection. CoRR Mohamed Hamidi, Aladine Chetouani, Mohamed El Haziti, Mohammed El Hassouni, Hocine Cherifi
2019	J	`jnl`	A general framework for complex network-based image segmentation. Multim. Tools Appl. Youssef Mourchid, Mohammed El Hassouni, Hocine Cherifi
2019	—	`conf`	Blind Robust 3-D Mesh Watermarking Based on Mesh Saliency and QIM Quantization for Copyright Protection. IbPRIA (1) Mohamed Hamidi, Aladine Chetouani, Mohamed El Haziti, Mohammed El Hassouni, Hocine Cherifi
2019	J	`jnl`	Blind Robust 3-D Mesh Watermarking based on Mesh Saliency and QIM quantization for Copyright Protection. CoRR Mohamed Hamidi, Aladine Chetouani, Mohamed El Haziti, Mohammed El Hassouni, Hocine Cherifi
2019	J	`jnl`	Blind Robust 3D Mesh Watermarking Based on Mesh Saliency and Wavelet Transform for Copyright Protection. Inf. Mohamed Hamidi, Aladine Chetouani, Mohamed El Haziti, Mohammed El Hassouni, Hocine Cherifi
2019	J	`jnl`	Centrality in modular networks. EPJ Data Sci. Zakariya Ghalmane, Mohammed El Hassouni, Chantal Cherifi, Hocine Cherifi
2019	J	`jnl`	Evaluation of fractional Brownian motion synthesis methods using the SVM classifier. Biomed. Signal Process. Control. Abdessamad Tafraouti, Mohammed El Hassouni, Rachid Jennane
2019	—	`conf`	Full Reference Mesh Visual Quality Assessment Using Pre-Trained Deep Network and Quality Indices. SITIS Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Hocine Cherifi
2019	C	`conf`	Fusion of Convolutional Neural Network and Statistical Features for Texture classification. WINCOM Mourad Jbene, Ahmed Drissi El Maliani, Mohammed El Hassouni
2019	J	`jnl`	Guest Editorial: Advances in Computational Intelligence for Multimodal Biomedical Imaging. Multim. Tools Appl. Mohammed El Hassouni, Rachid Jennane, Ahmed Ben Hamida, Habib Benali, Basel Solaiman
2019	J	`jnl`	Hybrid blind robust image watermarking technique based on DFT-DCT and Arnold transform. CoRR Mohamed Hamidi, Mohamed El Haziti, Hocine Cherifi, Mohammed El Hassouni
2019	J	`jnl`	Immunization of networks with non-overlapping community structure. Soc. Netw. Anal. Min. Zakariya Ghalmane, Mohammed El Hassouni, Hocine Cherifi
2019	—	`conf`	Mesh Visual Quality based on the combination of convolutional neural networks. IPTA Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Longin Jan Latecki, Hocine Cherifi
2019	J	`jnl`	Movienet: A Movie Multilayer Network Model using Visual and Textual Semantic Cues. CoRR Youssef Mourchid, Benjamin Renoust, Olivier Roupin, Le Van, Hocine Cherifi, Mohammed El Hassouni
2019	J	`jnl`	Movienet: a movie multilayer network model using visual and textual semantic cues. Appl. Netw. Sci. Youssef Mourchid, Benjamin Renoust, Olivier Roupin, Le Van, Hocine Cherifi, Mohammed El Hassouni
2019	—	`conf`	Overview on HEVC Inter Frame Video Coding's Impact on the Energy Consumption for Next Generation WVSNs. MEDI Workshops Achraf Ait-Beni-Ifit, Othmane Alaoui Fdili, Patrick Corlay, François-Xavier Coudoux, Mohammed El Hassouni
2018	—	`ed.`	9th International Symposium on Signal, Image, Video and Communications, ISIVC 2018, Rabat, Morocco, November 27-30, 2018 ISIVC Khalid Minaoui, Mohammed El Hassouni, Hicham Laanaya, Dounia Lotfi, Salma Mouline, Mohamed Ouadou, Atika Rivenq, Mohammed Rziza, Samir Saoudi
2018	—	`conf`	A blind mesh visual quality assessment method based on convolutional neural network. 3D Image Processing, Measurement (3DIPM), and Applications Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Hocine Cherifi
2018	—	`conf`	A new weighted normal-based filter for 3D mesh denoising. ISIVC Mohammed El Hassouni, Aladine Chetouani, Rachid Jennane, Hocine Cherifi
2018	J	`jnl`	A novel statistical model for content-based stereo image retrieval in the complex wavelet domain. J. Vis. Commun. Image Represent. Ayoub Karine, Ahmed Drissi El Maliani, Mohammed El Hassouni
2018	C	`conf`	Aircraft Target Recognition Using Copula Joint Statistical Model and Sparse Representation Based Classification. IGARSS Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2018	—	`conf`	Analysis of under-connectivity in Autism using the minimum spanning tree: application on large multi-site dataset. ISIVC Fatima Zahra Benabdallah, Ahmed Drissi El Maliani, Dounia Lotfi, Rachid Jennane, Mohammed El Hassouni
2018	—	`conf`	Betweenness Centrality for Networks with Non-Overlapping Community Structure. COMPENG Zakariya Ghalmane, Mohammed El Hassouni, Hocine Cherifi
2018	J	`jnl`	Blind 3D mesh visual quality assessment using support vector regression. Multim. Tools Appl. Ilyass Abouelaziz, Mohammed El Hassouni, Hocine Cherifi
2018	—	`conf`	Blind Stereoscopic Image Quality Assessment Using Convolutional Neural Networks and Support Vector Regression. ISIVC Aladine Chetouani, Mohammed El Hassouni, Rachid Jennane
2018	J	`jnl`	Centrality in Modular Networks. CoRR Zakariya Ghalmane, Mohammed El Hassouni, Chantal Cherifi, Hocine Cherifi
2018	B	`conf`	Convolutional Neural Network for Blind Mesh Visual Quality Assessment Using 3D Visual Saliency. ICIP Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Longin Jan Latecki, Hocine Cherifi
2018	—	`conf`	How to Optimize the Utilization of Image Quality Metrics in Computer Vision? MedPRAI Aladine Chetouani, Mohammed El Hassouni
2018	J	`jnl`	Hybrid blind robust image watermarking technique based on DFT-DCT and Arnold transform. Multim. Tools Appl. Mohamed Hamidi, Mohamed El Haziti, Hocine Cherifi, Mohammed El Hassouni
2018	J	`jnl`	Immunization of networks with non-overlapping community structure. CoRR Zakariya Ghalmane, Mohammed El Hassouni, Hocine Cherifi
2018	—	`conf`	Multilayer Network Model of Movie Script. COMPLEX NETWORKS (1) Youssef Mourchid, Benjamin Renoust, Hocine Cherifi, Mohammed El Hassouni
2018	J	`jnl`	Multilayer Network Model of Movie Script. CoRR Youssef Mourchid, Benjamin Renoust, Hocine Cherifi, Mohammed El Hassouni
2018	J	`jnl`	Radar Target Recognition Using Salient Keypoint Descriptors and Multitask Sparse Representation. Remote. Sens. Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2018	—	`conf`	Reduced Reference Mesh Visual Quality Assessment Based on Convolutional Neural Network. SITIS Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Hocine Cherifi
2018	J	`jnl`	Study of the relative magnitude in the wavelet domain for texture characterization. Signal Image Video Process. Hind Oulhaj, Rachid Jennane, Aouatif Amine, Mohammed El Hassouni, Mohammed Rziza
2018	Misc	`conf`	Target recognition in ISAR images based on relative phases of complex wavelet coefficients and sparse classification. ATSIP Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2018	—	`conf`	k-Truss Decomposition for Modular Centrality. ISIVC Zakariya Ghalmane, Mohammed El Hassouni, Chantal Cherifi, Hocine Cherifi
2017	Misc	`ed.`	2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Fez, Morocco, May 22-24, 2017 ATSIP Mohammed El Hassouni, Mohammed Karim, Ahmed Ben Hamida, Ahmed Ben Slima, Basel Solaiman
2017	B	`conf`	A convolutional neural network framework for blind mesh visual quality assessment. ICIP Ilyass Abouelaziz, Mohammed El Hassouni, Hocine Cherifi
2017	C	`conf`	A graph based approach for color texture classification in HSV color space. WINCOM Mohammed El Moutaouakkil, Ahmed Drissi El Maliani, Mohammed El Hassouni
2017	Misc	`conf`	A proposed computer-aided diagnosis system for Parkinson's disease classification using ATSIP Abdelbasset Brahim, Laila Khedher, Juan Manuel Górriz, Javier Ramírez, Hechmi Toumi, Eric Lespessailles, Rachid Jennane, Mohammed El Hassouni
2017	J	`jnl`	Anisotropic Discrete Dual-Tree Wavelet Transform for Improved Classification of Trabecular Bone. IEEE Trans. Medical Imaging Hind Oulhaj, Mohammed Rziza, Aouatif Amine, Hechmi Toumi, Eric Lespessailles, Mohammed El Hassouni, Rachid Jennane
2017	—	`conf`	Classification parcimonieuse pour l'aide à la reconnaissance de cibles radar. EGC Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2017	Misc	`conf`	Diagnosis of osteoporosis disease from bone X-ray images with stacked sparse autoencoder and SVM classifier. ATSIP Yassine Nasser, Mohammed El Hassouni, Abdelbasset Brahim, Hechmi Toumi, Eric Lespessailles, Rachid Jennane
2017	J	`jnl`	Fractional Brownian Motion and Rao Geodesic Distance for Bone X-Ray Image Characterization. IEEE J. Biomed. Health Informatics Mohammed El Hassouni, Abdessamad Tafraouti, Hechmi Toumi, Eric Lespessailles, Rachid Jennane
2017	Misc	`conf`	Fully anisotropic morlet transform for the study of the trabecular bone texture variations. SAC Hind Oulhaj, Mohammed El Hassouni, Aouatif Amine, Mohammed Rziza, Rachid Jennane
2017	—	`conf`	Image Segmentation by Deep Community Detection Approach. UNet Youssef Mourchid, Mohammed El Hassouni, Hocine Cherifi
2017	—	`conf`	Mesh Visual Quality Assessment Metrics: A Comparison Study. SITIS Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Hocine Cherifi
2017	C	`conf`	Osteoporosis diagnosis using frequency separation and fractional Brownian motion. WINCOM Abdessamad Tafraouti, Mohammed El Hassouni, Hechmi Toumi, Eric Lespessailles, Rachid Jennane
2017	Misc	`conf`	Saliency attention and sift keypoints combination for automatic target recognition on MSTAR dataset. ATSIP Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2017	J	`jnl`	Target Recognition in Radar Images Using Weighted Statistical Dictionary-Based Sparse Representation. IEEE Geosci. Remote. Sens. Lett. Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2017	J	`jnl`	Trabecular bone characterization using circular parametric models. Biomed. Signal Process. Control. Hind Oulhaj, Mohammed Rziza, Aouatif Amine, Hechmi Toumi, Eric Lespessailles, Rachid Jennane, Mohammed El Hassouni
2016	—	`conf`	A Curvature Based Method for Blind Mesh Visual Quality Assessment Using a General Regression Neural Network. SITIS Ilyass Abouelaziz, Mohammed El Hassouni, Hocine Cherifi
2016	C	`conf`	A non-Gaussian statistical modeling of SIFT and DT-CWT for radar target recognition. AICCSA Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2016	—	`conf`	Aircraft recognition using a statistical model and sparse representation. BDAW Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2016	—	`conf`	An Image Segmentation Algorithm based on Community Detection. COMPLEX NETWORKS Youssef Mourchid, Mohammed El Hassouni, Hocine Cherifi
2016	C	`conf`	No-Reference 3D Mesh Quality Assessment Based on Dihedral Angles Model and Support Vector Regression. ICISP Ilyass Abouelaziz, Mohammed El Hassouni, Hocine Cherifi
2016	J	`jnl`	Special Section Guest Editorial: Perceptually Driven Visual Information Analysis. J. Electronic Imaging Mohamed-Chaker Larabi, Sanghoon Lee, Mohammed El Hassouni, Frédéric Morain-Nicolier, Rachid Jennane
2016	C	`conf`	Study of magnitude and extended relative phase information for color texture retrieval in Lab* color space. WINCOM Enrif Madina, Ahmed Drissi El Maliani, Mohammed El Hassouni, Said Ouatik El Alaoui
2016	—	`conf`	Study of the Electromagnetic Scattering Models for Water Parameters Estimation from TerraSAR-X Images. BDAW Soufiane Lamghari, Ali Khenchaf, Abdelmalek Toumi, Mohammed El Hassouni
2016	C	`conf`	Texture classification using relative phase and Gaussian mixture models in the complex wavelet domain. AICCSA Hind Oulhaj, Mohammed Rziza, Aouatif Amine, Rachid Jennane, Mohammed El Hassouni
2016	J	`jnl`	Texture retrieval using mixtures of generalized Gaussian distribution and Cauchy-Schwarz divergence in wavelet domain. Signal Process. Image Commun. Hassan Rami, Leila Belmerhnia, Ahmed Drissi El Maliani, Mohammed El Hassouni
2016	—	`conf`	Visual salient sift keypoints descriptors for automatic target recognition. EUVIP Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2015	C	`conf`	A new image segmentation approach using community detection algorithms. ISDA Youssef Mourchid, Mohammed El Hassouni, Hocine Cherifi
2015	J	`jnl`	A statistical reduced-reference method for color image quality assessment. Multim. Tools Appl. Mounir Omari, Mohammed El Hassouni, Abdelkaher Ait Abdelouahad, Hocine Cherifi
2015	J	`jnl`	Generic multivariate model for color texture classification in RGB color space. Int. J. Multim. Inf. Retr. Ahmed Drissi El Maliani, Mohammed El Hassouni, Yannick Berthoumieu, Driss Aboutajdine
2015	—	`conf`	Osteoporosis diagnosis using steerable pyramid decomposition and fractional Brownian motion. IPTA Abdessamad Tafraouti, Mohammed El Hassouni, Hechmi Toumi, Eric Lespessailles, Rachid Jennane
2015	—	`conf`	Reduced Reference 3D Mesh Quality Assessment Based on Statistical Models. SITIS Ilyass Abouelaziz, Mounir Omari, Mohammed El Hassouni, Hocine Cherifi
2015	C	`conf`	Sonar image segmentation based on statistical modeling of wavelet subbands. AICCSA Ayoub Karine, Noureddine Lasmar, Alexandre Baussard, Mohammed El Hassouni
2014	J	`jnl`	A statistical reduced-reference method for color image quality assessment. CoRR Mounir Omari, Mohammed El Hassouni, Abdelkaher Ait Abdelouahad, Hocine Cherifi
2014	J	`jnl`	Color image quality assessment measure using multivariate generalized Gaussian distribution. CoRR Mounir Omari, Abdelkaher Ait Abdelouahad, Mohammed El Hassouni, Hocine Cherifi
2014	J	`jnl`	Color texture classification method based on a statistical multi-model and geodesic distance. J. Vis. Commun. Image Represent. Ahmed Drissi El Maliani, Mohammed El Hassouni, Yannick Berthoumieu, Driss Aboutajdine
2014	—	`conf`	Hierarchical MRI segmentation of the musculoskeletal system using texture analysis and topologigcal constraints. EUVIP Ahmed Salmi El Boumnini El Hassani, Benjamin Gilles, William Puech, Mohammed El Hassouni, Mohammed Rziza
2014	J	`jnl`	Image quality assessment measure based on natural image statistics in the Tetrolet domain. CoRR Abdelkaher Ait Abdelouahad, Mohammed El Hassouni, Hocine Cherifi, Driss Aboutajdine
2014	—	`conf`	On Color Image Quality Assessment Using Natural Image Statistics. SITIS Mounir Omari, Mohammed El Hassouni, Hocine Cherifi, Abdelkaher Ait Abdelouahad
2014	J	`jnl`	On color image quality assessment using natural image statistics. CoRR Mounir Omari, Mohammed El Hassouni, Hocine Cherifi, Abdelkaher Ait Abdelouahad
2014	—	`conf`	Osteoporosis Diagnosis Using Fractal Analysis and Support Vector Machine. SITIS Abdessamad Tafraouti, Mohammed El Hassouni, Hechmi Toumi, Eric Lespessailles, Rachid Jennane
2014	J	`jnl`	Reduced reference image quality assessment based on statistics in empirical mode decomposition domain. Signal Image Video Process. Abdelkaher Ait Abdelouahad, Mohammed El Hassouni, Hocine Cherifi, Driss Aboutajdine
2014	B	`conf`	Rotation-Invariant texture retrieval using a steerable Gaussian copula model. ICIP Hassan Rami, Ahmed Drissi El Maliani, Mohammed El Hassouni, Yannick Berthoumieu
2014	—	`conf`	Tetrolet-based reduced reference image quality assessment approach. ICMCS Abdelkaher Ait Abdelouahad, Mounir Omari, Hocine Cherifi, Brahim Alibouch, Mohammed El Hassouni
2014	—	`conf`	Texture Retrieval Using Cauchy-Schwarz Divergence and Generalized Gaussian Mixtures. ISVC (2) Hassan Rami, Ahmed Drissi El Maliani, Mohammed El Hassouni, Driss Aboutajdine
2013	—	`conf`	Color Image Quality Assessment Measure Using Multivariate Generalized Gaussian Distribution. SITIS Mounir Omari, Abdelkaher Ait Abdelouahad, Mohammed El Hassouni, Hocine Cherifi
2012	J	`jnl`	A New Image Distortion Measure Based on Natural Scene Statistics Modeling. Int. J. Comput. Vis. Image Process. Abdelkaher Ait Abdelouahad, Mohammed El Hassouni, Hocine Cherifi, Driss Aboutajdine
2012	C	`conf`	Image Quality Assessment Measure Based on Natural Image Statistics in the Tetrolet Domain. ICISP Abdelkaher Ait Abdelouahad, Mohammed El Hassouni, Hocine Cherifi, Driss Aboutajdine
2012	C	`conf`	Kernel-Based Laplacian Smoothing Method for 3D Mesh Denoising. ICISP Hicham Badri, Mohammed El Hassouni, Driss Aboutajdine
2012	C	`conf`	Multi-model Approach for Multicomponent Texture Classification. ICISP Ahmed Drissi El Maliani, Mohammed El Hassouni, Yannick Berthoumieu, Driss Aboutajdine
2012	C	`conf`	Texture Analysis for Trabecular Bone X-Ray Images Using Anisotropic Morlet Wavelet and Rényi Entropy. ICISP Ahmed Salmi El Boumnini El Hassani, Mohammed El Hassouni, Rachid Jennane, Mohammed Rziza, Eric Lespessailles
2012	—	`conf`	Texture analysis using dual tree M-band and Rényi entropy. Application to osteoporosis diagnosis on bone radiographs. ISBI Ahmed Salmi El Boumnini El Hassani, Mohammed El Hassouni, Lotfi Houam, Mohammed Rziza, Eric Lespessailles, Rachid Jennane
2011	—	`conf`	3d mesh denoising using normal based myriad filter. SITIS Mohammed El Hassouni, Hocine Cherifi, Bouchra El Maroufi
2011	J	`jnl`	A Reduced Reference Image Quality Measure Using Bessel K Forms Model for Tetrolet Coefficients CoRR Abdelkaher Ait Abdelouahad, Mohammed El Hassouni, Hocine Cherifi, Driss Aboutajdine
2011	—	`conf`	Color Texture Classification Using Rao Distance between Multivariate Copula Based Models. CAIP (2) Ahmed Drissi El Maliani, Mohammed El Hassouni, Noureddine Lasmar, Yannick Berthoumieu, Driss Aboutajdine
2011	—	`conf`	Image Quality Assessment Based on Intrinsic Mode Function Coefficients Modeling. DICTAP (1) Abdelkaher Ait Abdelouahad, Mohammed El Hassouni, Hocine Cherifi, Driss Aboutajdine
2011	J	`jnl`	Local appearance based face recognition method using block based steerable pyramid transform. Signal Process. Mohamed El Aroussi, Mohammed El Hassouni, Sanaa Ghouzali, Mohammed Rziza, Driss Aboutajdine
2010	J	`jnl`	3D-Mesh denoising using an improved vertex based anisotropic diffusion CoRR Mohammed El Hassouni, Driss Aboutajdine
2009	C	`conf`	Curvelet-based feature extraction with B-LDA for face recognition. AICCSA Mohamed El Aroussi, Sanaa Ghouzali, Mohammed El Hassouni, Mohammed Rziza, Driss Aboutajdine
2009	—	`conf`	Face Recognition Using Enhanced Fisher Linear Discriminant. SITIS Mohamed El Aroussi, Sanaa Ghouzali, Mohammed Rziza, Driss Aboutajdine, Mohammed El Hassouni
2009	B	`conf`	Novel face recognition approach based on steerable pyramid feature extraction. ICIP Mohamed El Aroussi, Mohammed El Hassouni, Sanaa Ghouzali, Mohammed Rziza, Driss Aboutajdine
2006	—	`conf`	A statistical based approach for removing heavy tail noise from images. VISAPP (1) Mohammed El Hassouni, Hocine Cherifi
2006	J	`jnl`	HOS-based image sequence noise removal. IEEE Trans. Image Process. Mohammed El Hassouni, Hocine Cherifi, Driss Aboutajdine
2005	—	`—`	Débruitage de séquences vidéo en présence de perturbations fortement impulsives. (Video sequences denoising in the presence of heavily impulsive perturbations). Mohammed El Hassouni
2004	—	`conf`	Alpha-Stable Noise Reduction in Video Sequences. ICIAR (1) Mohammed El Hassouni, Hocine Cherifi
2003	—	`conf`	A 2-D adaptive least l ISSPA (1) Mohammed El Hassouni, Hocine Cherifi
2003	—	`conf`	Noise reduction in color video sequences using multichannel motion-compensated L-filter. ICIP (3) Mohammed El Hassouni, Hocine Cherifi
2001	C	`conf`	Spatiotemporal adaptive 3-D Volterra equalizer for video restoration. MMSP Mohammed El Hassouni, Elhassane Ibn-Elhaj, Driss Aboutajdine