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Akrem Sellami
Akrem Sellami
Associate Professor (MCF), Université de lille
Adresse e-mail validée de univ-lille.fr - Page d'accueil
Titre
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Année
Deep neural networks-based relevant latent representation learning for hyperspectral image classification
A Sellami, S Tabbone
Pattern Recognition 121, 108224, 2022
1192022
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
1192018
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
1142019
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
722018
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
612020
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
262018
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
242018
High-level hyperspectral image classification based on spectro-spatial dimensionality reduction
A Sellami, IR Farah
Spatial Statistics 16, 103-117, 2016
182016
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
172018
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
162019
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
132021
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
92020
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
72023
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
72021
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
52022
Video semantic segmentation using deep multi-view representation learning
A Sellami, S Tabbone
2020 25th International Conference on Pattern Recognition (ICPR), 1-7, 2021
42021
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
42016
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
32021
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
32012
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
22018
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