IA

ILYASS ABOUELAZIZ

27
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
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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-05066009v1

Photogrammetry and deep learning for energy production prediction and building-integrated photovoltaics decarbonization

Ilyass Abouelaziz , Youssef Jouane

Building Simulation, 2024, 17 (2), pp.189-205. ⟨10.1007/s12273-023-1089-y⟩

Article dans une revue hal-04975066v1

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

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

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
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ESTABLISHING DIGITAL TRUST: A CERTIFICATION SYSTEM FOR VERIFYING AI-GENERATED CONTENT AND ENSURING INFORMATION INTEGRITY

Blee Benoit , Didi Abdallah , Vincent Leclercq , Ilyass Abouelaziz

CONFERE 2024, équipe de recherche Présence & Innovation, qui dépend du laboratoire LAMPA Laboratoire Angevin de Mécanique, Procédés et innovAtion, dont les membres appartiennent au Campus Arts et Métiers d'Angers, Jul 2024, Porto, Portugal

Communication dans un congrès hal-05587060v1

Towards Eco-Efficient AI: Hybrid Data Strategies for BIPV Energy Prediction

Youssef Jouane , Ilyass Abouelaziz , Imad Saddik , Mame Cheikh Sow

2025 3rd International Conference on Power and Renewable Energy Engineering (PREE), Oct 2025, Nara, France. pp.46-51, ⟨10.1109/PREE67492.2025.11433856⟩

Communication dans un congrès hal-05589623v1

Improved Hourly Prediction of BIPV Photovoltaic Power Building Using Artificial Learning Machine: A Case Study

Mouad Dourhmi , Kaoutar Benlamine , Ilyass Abouelaziz , Mourad Zghal , Tawfik Masrour et al.

International Conference on Networking, Intelligent Systems and Security, Mar 2022, Bandung, Indonesia. pp.270-280, ⟨10.1007/978-3-031-15191-0_26⟩

Communication dans un congrès hal-04097388v1

A new approach for removing point cloud outliers using the standard score

Hafsa Benallal , Ilyass Abouelaziz , Youssef Mourchid , Ayman Alfalou , Hamid Tairi et al.

Pattern Recognition and Tracking XXXIII, Mohammad S. Alam; Vijayan K. Asari, Apr 2022, Orlando, Florida, United States. ⟨10.1117/12.2618835⟩

Communication dans un congrès hal-04082487v1
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A new approach for removing point cloud outliers using box plot

Hafsa Benallal , Youssef Mourchid , Ilyass Abouelaziz , Ayman Alfalou , Hamid Tairi et al.

Pattern Recognition and Tracking XXXIII, Apr 2022, Orlando, United States. pp.9, ⟨10.1117/12.2618842⟩

Communication dans un congrès hal-03933592v1

No-Reference Mesh Visual Quality Assessment Using Graph-Based Deep Learning

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

2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP), Oct 2021, Tampere, Finland. pp.1-6, ⟨10.1109/MMSP53017.2021.9733513⟩

Communication dans un congrès hal-04097346v1

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 IEEE International Conference on Image Processing (ICIP), Oct 2020, Abu Dhabi, United Arab Emirates. pp.171-175, ⟨10.1109/ICIP40778.2020.9191092⟩

Communication dans un congrès hal-04097329v1

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

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 25th IEEE International Conference on Image Processing (ICIP), Oct 2018, Athens, France. pp.3533-3537, ⟨10.1109/ICIP.2018.8451763⟩

Communication dans un congrès hal-04097226v1

Mesh Visual Quality Assessment Metrics: A Comparison Study

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

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), Dec 2017, Jaipur, France. pp.283-288, ⟨10.1109/SITIS.2017.55⟩

Communication dans un congrès hal-04097268v1

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

New models of visual saliency: Contourlet transform based model and hybrid model

Ilyass Abouelaziz , Mohammed El Hassouni

2015 Intelligent Systems and Computer Vision (ISCV), Mar 2015, Fez, Morocco. pp.1-5, ⟨10.1109/ISACV.2015.7105547⟩

Communication dans un congrès hal-04097335v1

Improved Hourly Prediction of BIPV Photovoltaic Power Building Using Artificial Learning Machine: A Case Study

Mouad Dourhmi , Kaoutar Benlamine , Ilyass Abouelaziz , Mourad Zghal , Tawfik Masrour et al.

springer. Emerging Trends in Intelligent Systems & Network Security, 147, Springer International Publishing; Springer International Publishing, pp.270-280, 2023, Lecture Notes on Data Engineering and Communications Technologies, ⟨10.1007/978-3-031-15191-0_2⟩

Chapitre d'ouvrage hal-04093894v1