Deep neural networks-based relevant latent representation learning for hyperspectral image classification A Sellami, S Tabbone Pattern Recognition 121, 108224, 2022 | 133 | 2022 |
Bringing deep learning at the edge of information-centric internet of things H Khelifi, S Luo, B Nour, A Sellami, H Moungla, SH Ahmed, M Guizani IEEE Communications Letters 23 (1), 52-55, 2018 | 120 | 2018 |
Hyperspectral imagery classification based on semi-supervised 3-D deep neural network and adaptive band selection A Sellami, M Farah, IR Farah, B Solaiman Expert Systems with Applications 129, 246-259, 2019 | 117 | 2019 |
An optimized proactive caching scheme based on mobility prediction for vehicular networks H Khelifi, S Luo, B Nour, A Sellami, H Moungla, F Naït-Abdesselam 2018 IEEE global communications conference (GLOBECOM), 1-6, 2018 | 73 | 2018 |
Fused 3-D spectral-spatial deep neural networks and spectral clustering for hyperspectral image classification A Sellami, AB Abbes, V Barra, IR Farah Pattern Recognition Letters 138, 594-600, 2020 | 61 | 2020 |
Driving path stability in VANETs M Laroui, A Sellami, B Nour, H Moungla, H Afifi, SB Hacene 2018 IEEE Global Communications Conference (GLOBECOM), 1-6, 2018 | 27 | 2018 |
Hyperspectral imagery semantic interpretation based on adaptive constrained band selection and knowledge extraction techniques A Sellami, M Farah, IR Farah, B Solaiman IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018 | 24 | 2018 |
Spectra-spatial graph-based deep restricted boltzmann networks for hyperspectral image classification A Sellami, IR Farah 2019 PhotonIcs & Electromagnetics Research Symposium-Spring (PIERS-Spring …, 2019 | 18 | 2019 |
High-level hyperspectral image classification based on spectro-spatial dimensionality reduction A Sellami, IR Farah Spatial Statistics 16, 103-117, 2016 | 18 | 2016 |
Comparative study of dimensionality reduction methods for remote sensing images interpretation A Sellami, M Farah 2018 4th International Conference on Advanced Technologies for Signal and …, 2018 | 17 | 2018 |
Semi-supervised classification of hyperspectral image through deep encoder-decoder and graph neural networks R Hanachi, A Sellami, IR Farah, M Dalla Mura 2021 International Congress of Advanced Technology and Engineering (ICOTEN), 1-8, 2021 | 13 | 2021 |
SHCNet: A semi-supervised hypergraph convolutional networks based on relevant feature selection for hyperspectral image classification A Sellami, M Farah, M Dalla Mura Pattern Recognition Letters 165, 98-106, 2023 | 11 | 2023 |
Mapping individual differences in cortical architecture using multi-view representation learning A Sellami, FX Dupé, B Cagna, H Kadri, S Ayache, T Artières, S Takerkart 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 10 | 2020 |
Interpretation of Human Behavior from Multi-modal Brain MRI Images based on Graph Deep Neural Networks and Attention Mechanism. R Hanachi, A Sellami, IR Farah VISIGRAPP (4: VISAPP), 56-66, 2021 | 7 | 2021 |
A deep learning approach based on morphological profiles for Hyperspectral Image unmixing M Ayed, R Hanachi, A Sellami, IR Farah, M Dalla Mura 2022 6th International Conference on Advanced Technologies for Signal and …, 2022 | 6 | 2022 |
Video semantic segmentation using deep multi-view representation learning A Sellami, S Tabbone 2020 25th International Conference on Pattern Recognition (ICPR), 1-7, 2021 | 4 | 2021 |
A spatial hypergraph based semi-supervised band selection method for hyperspectral imagery semantic interpretation A Sellami, IR Farah International Journal of Computer and Information Engineering 10 (10), 1839-1846, 2016 | 4 | 2016 |
EDNets: deep feature learning for document image classification based on multi-view encoder-decoder neural networks A Sellami, S Tabbone Document Analysis and Recognition–ICDAR 2021: 16th International Conference …, 2021 | 3 | 2021 |
Monitoring intra-urban changes with hidden Markov models using the spatial relationships H Essid, A Sellami, V Barra, IR Farah ICGST-GVIP Journal 12 (1), 49-55, 2012 | 3 | 2012 |
An adaptive semantic dimensionality reduction approach for hyperspectral imagery classification R Hamdi, A Sellami, IR Farah 2018 4th International Conference on Advanced Technologies for Signal and …, 2018 | 2 | 2018 |