2024
Journal articles
- titre
- Attention-driven multi-feature fusion for hyperspectral image classification via multi-criteria optimization and multi-view convolutional neural networks
- auteur
- Sofiene Abidi, Akrem Sellami
- article
- Engineering Applications of Artificial Intelligence, 2024, 138, pp.109434. ⟨10.1016/j.engappai.2024.109434⟩
- typdoc
- Journal articles
- DOI
- DOI : 10.1016/j.engappai.2024.109434
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- titre
- Graph feature fusion driven by deep autoencoder for advanced hyperspectral image unmixing
- auteur
- Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura
- article
- Knowledge-Based Systems, 2024, 299, pp.112087. ⟨10.1016/j.knosys.2024.112087⟩
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- Journal articles
- DOI
- DOI : 10.1016/j.knosys.2024.112087
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- titre
- Multi-view graph representation learning for hyperspectral image classification with spectral–spatial graph neural networks
- auteur
- Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura
- article
- Neural Computing and Applications, 2024, 36, pp.3737-3759. ⟨10.1007/s00521-023-09275-5⟩
- typdoc
- Journal articles
- DOI
- DOI : 10.1007/s00521-023-09275-5
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Conference papers
- titre
- A survey on Graph Deep Representation Learning for Facial Expression Recognition
- auteur
- Théo Gueuret, Akrem Sellami, Chaabane Djeraba
- article
- International Conference on Content-based Multimedia Indexing, Sep 2024, Reykjavík, Iceland
- typdoc
- Conference papers
- Accès au texte intégral et bibtex
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2023
Journal articles
- titre
- SHCNet: A semi-supervised hypergraph convolutional networks based on relevant feature selection for hyperspectral image classification
- auteur
- Akrem Sellami, Mohamed Farah, Mauro Dalla Mura
- article
- Pattern Recognition Letters, 2023, 165 (January), pp.98-106. ⟨10.1016/j.patrec.2022.12.004⟩
- typdoc
- Journal articles
- DOI
- DOI : 10.1016/j.patrec.2022.12.004
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Conference papers
- titre
- DNGAE: Deep Neighborhood Graph Autoencoder for Robust Blind Hyperspectral Unmixing
- auteur
- Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura
- article
- ICCCI 2023- 15th International Conference on Computational Collective Intelligence (ICCCI), Sep 2023, Budapest, Hungary. pp.84-96, ⟨10.1007/978-3-031-41456-5_7⟩
- typdoc
- Conference papers
- DOI
- DOI : 10.1007/978-3-031-41456-5_7
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- titre
- Historical Document Image Segmentation Combining Deep Learning and Gabor Features
- auteur
- Maroua Mehri, Akrem Sellami, Salvatore Tabbone
- article
- ICDAR 2023 – 17th International Conference on Document Analysis and Recognition (ICDAR), Aug 2023, San José, California, United States. pp.395-410, ⟨10.1007/978-3-031-41685-9_25⟩
- typdoc
- Conference papers
- DOI
- DOI : 10.1007/978-3-031-41685-9_25
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2022
Journal articles
- titre
- Deep neural networks-based relevant latent representation learning for hyperspectral image classification
- auteur
- Akrem Sellami, Salvatore Tabbone
- article
- Pattern Recognition, 2022, 121, pp.108224. ⟨10.1016/j.patcog.2021.108224⟩
- typdoc
- Journal articles
- DOI
- DOI : 10.1016/j.patcog.2021.108224
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Conference papers
- titre
- Multi Spectral-Spatial Gabor Feature Fusion Based On End-To-End Deep Learning For Hyperspectral Image Classification
- auteur
- Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura
- article
- WHISPERS 2022 – 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), Sep 2022, Rome, Italy. pp.1-6, ⟨10.1109/WHISPERS56178.2022.9955105⟩
- typdoc
- Conference papers
- DOI
- DOI : 10.1109/WHISPERS56178.2022.9955105
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- titre
- A Semi-supervised Graph Deep Neural Network for Automatic Protein Function Annotation
- auteur
- Akrem Sellami, Bishnu Sarker, Salvatore Tabbone, Marie-Dominique Devignes, Sabeur Aridhi
- article
- 9th International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO), Jun 2022, Gran Canaria, Spain. pp.153-166, ⟨10.1007/978-3-031-07802-6_14⟩
- typdoc
- Conference papers
- DOI
- DOI : 10.1007/978-3-031-07802-6_14
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2021
Conference papers
- titre
- Semi-supervised Classification of Hyperspectral Image through Deep Encoder-Decoder and Graph Neural Networks
- auteur
- Refka Hanachi, Akrem Sellami, Imed Riadh Farah, Mauro Dalla Mura
- article
- ICOTEN 2021 – International Congress of Advanced Technology and Engineering (ICOTEN), Jul 2021, Taiz, Yemen. pp.1-8, ⟨10.1109/ICOTEN52080.2021.9493562⟩
- typdoc
- Conference papers
- DOI
- DOI : 10.1109/ICOTEN52080.2021.9493562
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- titre
- BS-GAENets: Brain-Spatial Feature Learning Via a Graph Deep Autoencoder for Multi-modal Neuroimaging Analysis
- auteur
- Refka Hanachi, Akrem Sellami, Imed Riadh Farah
- article
- VISIGRAPP 2021: 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Feb 2021, Vienna, Austria. pp.303-327, ⟨10.1007/978-3-031-25477-2_14⟩
- typdoc
- Conference papers
- DOI
- DOI : 10.1007/978-3-031-25477-2_14
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2020
Journal articles
- titre
- Fused 3-D spectral-spatial deep neural networks and spectral clustering for hyperspectral image classification
- auteur
- Akrem Sellami, Ali Ben Abbes, Vincent Barra, Imed Riadh Farah
- article
- Pattern Recognition Letters, 2020, ⟨10.1016/j.patrec.2020.08.020⟩
- typdoc
- Journal articles
- DOI
- DOI : 10.1016/j.patrec.2020.08.020
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-
Conference papers
- titre
- Mapping individual differences in cortical architecture using multi-view representation learning
- auteur
- Akrem Sellami, François-Xavier Dupé, Bastien Cagna, Hachem Kadri, Stéphane Ayache, Thierry Artières, Sylvain Takerkart
- article
- IJCNN 2020 – International Joint Conference on Neural Networks, Jul 2020, Glasgow, United Kingdom
- typdoc
- Conference papers
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2019
Journal articles
- titre
- Hyperspectral imagery classification based on semi-supervised 3-D deep neural network and adaptive band selection
- auteur
- Akrem Sellami, Mohamed Farah, Imed Riadh Farah, Basel Solaiman
- article
- Expert Systems with Applications, 2019, 129, pp.246-259. ⟨10.1016/j.eswa.2019.04.006⟩
- typdoc
- Journal articles
- DOI
- DOI : 10.1016/j.eswa.2019.04.006
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2018
Journal articles
- titre
- Hyperspectral Imagery Semantic Interpretation Based on Adaptive Constrained Band Selection and Knowledge Extraction Techniques
- auteur
- Akrem Sellami, Mohamed Farah, Imed Riadh Farah, Basel Solaiman
- article
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, pp.1 – 11. ⟨10.1109/JSTARS.2018.2798661⟩
- typdoc
- Journal articles
- DOI
- DOI : 10.1109/JSTARS.2018.2798661
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Conference papers
- titre
- Driving path stability in VANETs
- auteur
- Mohammed Laroui, Akrem Sellami, Boubakr Nour, Hassine Moungla, Hossam Afifi, Sofiane B. Hacene
- article
- GLOBECOM 2018: IEEE Global Communications Conference, Dec 2018, Dubai, United Arab Emirates. pp.1 – 6, ⟨10.1109/GLOCOM.2018.8647450⟩
- typdoc
- Conference papers
- DOI
- DOI : 10.1109/GLOCOM.2018.8647450
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- titre
- An optimized proactive caching scheme based on mobility prediction for vehicular networks
- auteur
- Hakima Khelifi, Senlin Luo, Boubakr Nour, Akrem Sellami, Hassine Moungla, Farid Naït-Abdesselam
- article
- GLOBECOM 2018: IEEE Global Communications Conference, Dec 2018, Abu Dhabi, United Arab Emirates. pp.1 – 6, ⟨10.1109/GLOCOM.2018.8647898⟩
- typdoc
- Conference papers
- DOI
- DOI : 10.1109/GLOCOM.2018.8647898
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- titre
- An adaptive semantic dimensionality reduction approach for hyperspectral imagery classification
- auteur
- Rawaa Hamdi, Akrem Sellami, Imed Riadh Farah
- article
- ATSIP 2018 : 4th International Conference on Advanced Technologies for Signal and Image Processing, Mar 2018, Sousse, Tunisia. pp.1 – 6, ⟨10.1109/ATSIP.2018.8364504⟩
- typdoc
- Conference papers
- DOI
- DOI : 10.1109/ATSIP.2018.8364504
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- titre
- Comparative study of dimensionality reduction methods for remote sensing images interpretation
- auteur
- Akrem Sellami, Mohamed Farah
- article
- ATSIP 2018 : 4th International Conference on Advanced Technologies for Signal and Image Processing, Mar 2018, Sousse, Tunisia. pp.1 – 6, ⟨10.1109/ATSIP.2018.8364490⟩
- typdoc
- Conference papers
- DOI
- DOI : 10.1109/ATSIP.2018.8364490
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2017
Journal articles
- titre
- An Adaptive Dimensionality Reduction Approach for Hyperspectral Imagery Semantic Interpretation
- auteur
- Akrem Sellami, Imed Riadh Farah, Basel Solaiman
- article
- International Science Index, Medical and Health Science, 2017, 11 (2), pp.182 – 189. ⟨10.5281/zenodo.1128851⟩
- typdoc
- Journal articles
- DOI
- DOI : 10.5281/zenodo.1128851
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-
Theses
- titre
- Semantic interpretation of hyperspectral images based on the adaptative reduction of dimensionality
- auteur
- Akrem Sellami
- article
- Vision par ordinateur et reconnaissance de formes [cs.CV]. Ecole nationale supérieure Mines-Télécom Atlantique, 2017. Français. ⟨NNT : 2017IMTA0037⟩
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- Theses
- Accès au texte intégral et bibtex
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2016
Journal articles
- titre
- A Spatial Hypergraph Based Semi-Supervised Band Selection Method for Hyperspectral Imagery Semantic Interpretation
- auteur
- Akrem Sellami, Imed Riadh Farah
- article
- World Wide Web, 2016, 10 (10), pp.1766 – 1773
- typdoc
- Journal articles
- Accès au bibtex
-
- titre
- High-level hyperspectral image classification based on spectro-spatial dimensionality reduction
- auteur
- Akrem Sellami, Imed Riadh Farah
- article
- Spatial Statistics, 2016, 16, pp.103 – 117. ⟨10.1016/j.spasta.2016.02.003⟩
- typdoc
- Journal articles
- DOI
- DOI : 10.1016/j.spasta.2016.02.003
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2015
Conference papers
- titre
- Classification of hyperspectral images based on progressive bands selection and eigenmaps techniques
- auteur
- Akrem Sellami, Imed Riadh Farah
- article
- TAIMA 2015 : Traitement et Analyse de l’Information : Méthodes et Applications, May 2015, Hammamet, Tunisia
- typdoc
- Conference papers
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- titre
- Statistical multi-criteria progressive bands selection system for endmembers extraction of hyperspectral image
- auteur
- Akrem Sellami, Imed Riadh Farah
- article
- TAIMA 2015: Traitement et Analyse de l’Information: Méthodes et Applications, May 2015, Hammamet, Tunisia
- typdoc
- Conference papers
- Accès au bibtex
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2014
Conference papers
- titre
- Interpretation of hyperspectral imagery based on hybrid dimensionality reduction methods
- auteur
- Akrem Sellami, Karim Saheb Ettabaa, Imed Riadh Farah, Basel Solaiman
- article
- IPAS 2014 : International Image Processing and Systems Conference, Nov 2014, Hammamet, Tunisia
- typdoc
- Conference papers
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2012
Journal articles
- titre
- Monitoring intra-urban changes with Hidden Markov Models using the spatial relationships
- auteur
- Houcine Essid, Imed Riadh Farah, Akrem Sellami, Vincent Barra
- article
- International Journal on Graphics, Vision and Image Processing, 2012, 12 (1), pp.49-55
- typdoc
- Journal articles
- Accès au bibtex
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