| 2025 | ICIP | Knowledge Distillation with Enhanced Lightweight Stgcn for Gait Disorders Recognition. | Zakariae Zrimek, Youssef Mourchid, Mohammed El Hassouni |
| 2025 | IJCNN | Cross-Graph Relational Knowledge Distillation with Lightweight ST-GCN for Gait Disorder Recognition. | Zakariae Zrimek, Youssef Mourchid, Mohammed El Hassouni |
| 2025 | MICCAI | EDGE-KD: Explainability-Driven Guidance for Efficient Knowledge Distillation in Chest X-Ray Classification. | Houda El Mohamadi, Mohammed El Hassouni, Rachid Jennane |
| 2025 | WINCOM | Knowledge Distillation with Enhanced Lightweight STGCN for Gait Disorders Recognition. | Zakariae Zrimek, Youssef Mourchid, Mohammed El Hassouni |
| 2024 | ETRA | Perceptual Evaluation of Masked AutoEncoder Emergent Properties Through Eye-Tracking-Based Policy. | Marouane Tliba, Mohamed Amine Kerkouri, Aladine Chetouani, Alessandro Bruno, Mohammed El Hassouni, Arzu ltekin |
| 2023 | CBMI | Multi-stream Point-based model for Blind Geometric Point Cloud Quality Assessment. | Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni, Maher Jridi |
| 2023 | WINCOM | Enhanced Deep Learning Explainability for COVID-19 Diagnosis from Chest X-ray Images by Fusing Texture and Shape Features. | Houda El Mohamadi, Mohammed El Hassouni |
| 2022 | ICIP | Learning Graph Features for Colored Mesh Visual Quality Assessment. | Mohammed El Hassouni, Hocine Cherifi |
| 2022 | MICCAI | Discriminative Deep Neural Network for Predicting Knee OsteoArthritis in Early Stage. | Yassine Nasser, Mohammed El Hassouni, Rachid Jennane |
| 2022 | WINCOM | Saliency-based point cloud quality assessment method using aware features learning. | Abdelouahed Laazoufi, Mohammed El Hassouni |
| 2021 | ICIP | A Multi-Task Convolutional Neural Network For Blind Stereoscopic Image Quality Assessment Using Naturalness Analysis. | Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni |
| 2021 | MMSP | No-Reference Mesh Visual Quality Assessment Using Graph-Based Deep Learning. | Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Hocine Cherifi |
| 2020 | ICIP | Combination Of Handcrafted And Deep Learning-Based Features For 3d Mesh Quality Assessment. | Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Longin Jan Latecki, Hocine Cherifi |
| 2020 | WINCOM | A Graph-based approach to derive the geodesic distance on Statistical manifolds: Application to Multimedia Information Retrieval. | Zakariae Abbad, Ahmed Drissi El Maliani, Said Ouatik El Alaoui, Mohammed El Hassouni |
| 2020 | WINCOM | Analysis of the Over-Connectivity in Autistic Brains Using the Maximum Spanning Tree: Application on the Multi-Site and Heterogeneous ABIDE Dataset. | Fatima Zahra Benabdallah, Ahmed Drissi El Maliani, Dounia Lotfi, Mohammed El Hassouni |
| 2019 | IBPRIA | Blind Robust 3-D Mesh Watermarking Based on Mesh Saliency and QIM Quantization for Copyright Protection. | Mohamed Hamidi, Aladine Chetouani, Mohamed El Haziti, Mohammed El Hassouni, Hocine Cherifi |
| 2019 | MEDI | Overview on HEVC Inter Frame Video Coding's Impact on the Energy Consumption for Next Generation WVSNs. | Achraf Ait-Beni-Ifit, Othmane Alaoui Fdili, Patrick Corlay, Franois-Xavier Coudoux, Mohammed El Hassouni |
| 2019 | WINCOM | Fusion of Convolutional Neural Network and Statistical Features for Texture classification. | Mourad Jbene, Ahmed Drissi El Maliani, Mohammed El Hassouni |
| 2018 | ATSIP | Target recognition in ISAR images based on relative phases of complex wavelet coefficients and sparse classification. | Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni |
| 2018 | ICIP | Convolutional Neural Network for Blind Mesh Visual Quality Assessment Using 3D Visual Saliency. | Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Longin Jan Latecki, Hocine Cherifi |
| 2018 | IGARSS | Aircraft Target Recognition Using Copula Joint Statistical Model and Sparse Representation Based Classification. | Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni |
| 2017 | ATSIP | A proposed computer-aided diagnosis system for Parkinson's disease classification using | Abdelbasset Brahim, Laila Khedher, Juan Manuel Grriz, Javier Ramrez, Hechmi Toumi, Eric Lespessailles, Rachid Jennane, Mohammed El Hassouni |
| 2017 | ATSIP | Saliency attention and sift keypoints combination for automatic target recognition on MSTAR dataset. | Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni |
| 2017 | ATSIP | Diagnosis of osteoporosis disease from bone X-ray images with stacked sparse autoencoder and SVM classifier. | Yassine Nasser, Mohammed El Hassouni, Abdelbasset Brahim, Hechmi Toumi, Eric Lespessailles, Rachid Jennane |
| 2017 | ICIP | A convolutional neural network framework for blind mesh visual quality assessment. | Ilyass Abouelaziz, Mohammed El Hassouni, Hocine Cherifi |
| 2017 | SAC | Fully anisotropic morlet transform for the study of the trabecular bone texture variations. | Hind Oulhaj, Mohammed El Hassouni, Aouatif Amine, Mohammed Rziza, Rachid Jennane |
| 2017 | WINCOM | A graph based approach for color texture classification in HSV color space. | Mohammed El Moutaouakkil, Ahmed Drissi El Maliani, Mohammed El Hassouni |
| 2017 | WINCOM | Osteoporosis diagnosis using frequency separation and fractional Brownian motion. | Abdessamad Tafraouti, Mohammed El Hassouni, Hechmi Toumi, Eric Lespessailles, Rachid Jennane |
| 2016 | AICCSA | A non-Gaussian statistical modeling of SIFT and DT-CWT for radar target recognition. | Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni |
| 2016 | AICCSA | Texture classification using relative phase and Gaussian mixture models in the complex wavelet domain. | Hind Oulhaj, Mohammed Rziza, Aouatif Amine, Rachid Jennane, Mohammed El Hassouni |
| 2016 | ICISP | No-Reference 3D Mesh Quality Assessment Based on Dihedral Angles Model and Support Vector Regression. | Ilyass Abouelaziz, Mohammed El Hassouni, Hocine Cherifi |
| 2016 | WINCOM | Study of magnitude and extended relative phase information for color texture retrieval in L*a*b* color space. | Enrif Madina, Ahmed Drissi El Maliani, Mohammed El Hassouni, Said Ouatik El Alaoui |
| 2015 | AICCSA | Sonar image segmentation based on statistical modeling of wavelet subbands. | Ayoub Karine, Noureddine Lasmar, Alexandre Baussard, Mohammed El Hassouni |
| 2015 | ISDA | A new image segmentation approach using community detection algorithms. | Youssef Mourchid, Mohammed El Hassouni, Hocine Cherifi |
| 2014 | ICIP | Rotation-Invariant texture retrieval using a steerable Gaussian copula model. | Hassan Rami, Ahmed Drissi El Maliani, Mohammed El Hassouni, Yannick Berthoumieu |
| 2014 | ISVC | Texture Retrieval Using Cauchy-Schwarz Divergence and Generalized Gaussian Mixtures. | Hassan Rami, Ahmed Drissi El Maliani, Mohammed El Hassouni, Driss Aboutajdine |
| 2012 | ICISP | Image Quality Assessment Measure Based on Natural Image Statistics in the Tetrolet Domain. | Abdelkaher Ait Abdelouahad, Mohammed El Hassouni, Hocine Cherifi, Driss Aboutajdine |
| 2012 | ICISP | Kernel-Based Laplacian Smoothing Method for 3D Mesh Denoising. | Hicham Badri, Mohammed El Hassouni, Driss Aboutajdine |
| 2012 | ICISP | Texture Analysis for Trabecular Bone X-Ray Images Using Anisotropic Morlet Wavelet and Rnyi Entropy. | Ahmed Salmi El Boumnini El Hassani, Mohammed El Hassouni, Rachid Jennane, Mohammed Rziza, Eric Lespessailles |
| 2012 | ICISP | Multi-model Approach for Multicomponent Texture Classification. | Ahmed Drissi El Maliani, Mohammed El Hassouni, Yannick Berthoumieu, Driss Aboutajdine |
| 2011 | CAIP | Color Texture Classification Using Rao Distance between Multivariate Copula Based Models. | Ahmed Drissi El Maliani, Mohammed El Hassouni, Noureddine Lasmar, Yannick Berthoumieu, Driss Aboutajdine |
| 2009 | AICCSA | Curvelet-based feature extraction with B-LDA for face recognition. | Mohamed El Aroussi, Sanaa Ghouzali, Mohammed El Hassouni, Mohammed Rziza, Driss Aboutajdine |
| 2009 | ICIP | Novel face recognition approach based on steerable pyramid feature extraction. | Mohamed El Aroussi, Mohammed El Hassouni, Sanaa Ghouzali, Mohammed Rziza, Driss Aboutajdine |
| 2003 | ICIP | Noise reduction in color video sequences using multichannel motion-compensated L-filter. | Mohammed El Hassouni, Hocine Cherifi |
| 2001 | MMSP | Spatiotemporal adaptive 3-D Volterra equalizer for video restoration. | Mohammed El Hassouni, Elhassane Ibn-Elhaj, Driss Aboutajdine |