IA

ILYASS ABOUELAZIZ

15
Documents

Publications

Publications

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DRAGON: a dynamic risk-aware graph optimization network for adaptive building evacuation using Graph Convolutional Network and Q-Learning

Ilyass Abouelaziz , Zakariya Ghalmane

Multimedia Tools and Applications, 2026, 85 (3), pp.197. ⟨10.1007/s11042-026-21400-9⟩

Article dans une revue hal-05530652v1

Lightweight deep learning for photovoltaic energy prediction: Optimizing decarbonization in winter houses

Youssef Jouane , Ilyass Abouelaziz , Imad Saddik , Oussama Oussous

Solar Energy, 2025, 297, pp.113567. ⟨10.1016/j.solener.2025.113567⟩

Article dans une revue hal-05342333v1

Learning Graph Convolutional Network for Blind Mesh Visual Quality Assessment

Ilyass Abouelaziz , Aladine Chetouani , Mohammed El Hassouni , Hocine Cherifi , Longin Jan Latecki

IEEE Access, 2021, 9, pp.108200-108211. ⟨10.1109/ACCESS.2021.3094663⟩

Article dans une revue hal-03560124v1

No-reference mesh visual quality assessment via ensemble of convolutional neural networks and compact multi-linear pooling

Ilyass Abouelaziz , Aladine Chetouani , Mohammed El Hassouni , Longin Jan Latecki , Hocine Cherifi

Pattern Recognition, 2020, 100, pp.107174. ⟨10.1016/j.patcog.2019.107174⟩

Article dans une revue hal-03640643v1
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3D visual saliency and convolutional neural network for blind mesh quality assessment

Ilyass Abouelaziz , Aladine Chetouani , Mohammed El Hassouni , Longin Jan Latecki , Hocine Cherifi

Neural Computing and Applications, 2019, 32 (21), pp.16589-16603. ⟨10.1007/s00521-019-04521-1⟩

Article dans une revue hal-02384188v1

A blind mesh visual quality assessment method based on convolutional neural network

Ilyass Abouelaziz , Aladine Chetouani , Mohammed El Hassouni , Hocine Cherifi

Electronic Imaging, 2018, 2018 (18), pp.423-423. ⟨10.2352/ISSN.2470-1173.2018.18.3DIPM-423⟩

Article dans une revue hal-03581033v1

Blind 3D mesh visual quality assessment using support vector regression

Ilyass Abouelaziz , Mohammed El Hassouni , Hocine Cherifi

Multimedia Tools and Applications, 2018, 77 (18), pp.24365 - 24386. ⟨10.1007/s11042-018-5706-1⟩

Article dans une revue hal-01923257v1

Mesh Visual Quality based on the combination of convolutional neural networks

Ilyass Abouelaziz , Aladine Chetouani , Mohammed El Hassouni , Longin Jan Latecki , Hocine Cherifi

2019 Ninth International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2019, Istanbul, France. pp.1-5, ⟨10.1109/IPTA.2019.8936129⟩

Communication dans un congrès hal-02423913v1

Convolutional Neural Network for Blind Mesh Visual Quality Assessment Using 3D Visual Saliency

Ilyass Abouelaziz , Aladine Chetouani , Mohammed El Hassouni , Hocine Cherifi

2018 25th IEEE International Conference on Image Processing (ICIP), 2018, Athènes, Greece

Communication dans un congrès hal-02384333v1

A blind mesh visual quality assessment method based on convolutional neural network

Ilyass Abouelaziz , Aladine Chetouani , Mohammed El Hassouni , Hocine Cherifi

Electronic Imaging, 2018, San Francisco, United States

Communication dans un congrès hal-02384350v1

Reduced Reference Mesh Visual Quality Assessment Based on Convolutional Neural Network

Ilyass Abouelaziz , Aladine Chetouani , Mohammed El Hassouni , Hocine Cherifi

2018 14th International Conference on Signal-Image Technology & Internet based Systems (SITIS), 2018, Las Palmas de Gran Canaria, Spain

Communication dans un congrès hal-02384312v1

A convolutional neural network framework for blind mesh visual quality assessment

Ilyass Abouelaziz , Mohammed El Hassouni , Hocine Cherifi

2017 IEEE International Conference on Image Processing (ICIP), Sep 2017, Beijing, France. pp.755-759, ⟨10.1109/ICIP.2017.8296382⟩

Communication dans un congrès hal-02424082v1

A Curvature Based Method for Blind Mesh Visual Quality Assessment Using a General Regression Neural Network

Ilyass Abouelaziz, , Mohammed El Hassouni , Hocine Cherifi

12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), 2016 , Nov 2016, Naples, Italy. ⟨10.1109/SITIS.2016.130⟩

Communication dans un congrès hal-01557927v1

No-Reference 3D Mesh Quality Assessment Based on Dihedral Angles Model and Support Vector Regression

Ilyass Abouelaziz, , Mohammed El Hassouni , Hocine Cherifi

7th International Conference on Image and Signal Processing (ICISP 2016) , May 2016, Trois Rivières, Canada. pp.369-377, ⟨10.1007/978-3-319-33618-3_37⟩

Communication dans un congrès hal-01430400v1

Reduced reference 3D mesh quality assessment based on statistical models

Ilyass Abouelaziz, , Omari Mounir , Mohammed El Hassouni , Hocine Cherifi

2015 11th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), University of Bourgogne; University of Milan, Nov 2015, Bangkok, Thailand. pp.170-176, ⟨10.1109/SITIS.2015.129⟩

Communication dans un congrès hal-01435340v1