Sonia Tabti

According to our database, Sonia Tabti authored at least 11 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Analyse de shifts dans des données industrielles de capteurs par AutoEncodeur Variationnel parcimonieux.

Brendan L'Ollivier, Sonia Tabti, Julien Budynek

Proceedings of the Extraction et Gestion des Connaissances, 2023

Automatisation de l'inspection de conteneurs maritimes : une preuve de concept.

Sonia Tabti, Florian Vallée, Daryl Poon Shu Han, Mehdi Elion, Yassine Alouini

Proceedings of the 9ème Conférence Nationale sur les Applications Pratiques de l'Intelligence Artificielle, 2023

2021

Aircraft Numerical "Twin": A Time Series Regression Competition.

Adrien Pavao, Isabelle Guyon, Nachar Stéphane, Fabrice Lebeau, Martin Ghienne, Ludovic Platon, Tristan Barbagelata, Pierre Escamilla, Sana Mzali, Meng Liao, Sylvain Lassonde, Antonin Braun, Slim Ben-Amor, Liliana Cucu-Grosjean, Marwan Wehaiba, Avner Bar-Hen, Adriana Gogonel, Alaeddine Ben Cheikh, Marc Duda, Julien Laugel, Mathieu Marauri, Mhamed Souissi, Théo Lecerf, Mehdi Elion, Sonia Tabti, Julien Budynek, Pauline Le Bouteiller, Antonin Penon, Raphaël-David Lasseri, Julien Ripoche, Thomas E. Epalle

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Prédiction séquence-à-séquence de séries temporelles multivariées et déséquilibrées avec des réseaux de neurones convolutifs.

Mehdi Elion, Sonia Tabti, Julien Budynek

Proceedings of the Extraction et Gestion des Connaissances, 2021

2018

Sparse-Coding Adapted to SAR Images with an Application to Despeckling.

Sonia Tabti, Luisa Verdoliva, Giovanni Poggi

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Symmetric Upwind Scheme for Discrete Weighted Total Variation.

Sonia Tabti, Julien Rabin, Abderrahim Elmoataz

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

MuLoG, or How to Apply Gaussian Denoisers to Multi-Channel SAR Speckle Reduction?

Charles-Alban Deledalle, Loïc Denis, Sonia Tabti, Florence Tupin

IEEE Trans. Image Process., 2017

2016

Modélisation des images par patchs pour leur restauration et leur interprétation. Applications à l'imagerie SAR. (Patch-based image modeling gor their restoration and interepretation. Applications in SAR imagery).

Sonia Tabti

PhD thesis, 2016

2015

Patch-based SAR image classification: The potential of modeling the statistical distribution of patches with Gaussian mixtures.

Sonia Tabti, Charles-Alban Deledalle, Loïc Denis, Florence Tupin

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Building invariance properties for dictionaries of SAR image patches.

Sonia Tabti, Charles-Alban Deledalle, Loïc Denis, Florence Tupin

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Modeling the distribution of patches with shift-invariance: Application to SAR image restoration.

Sonia Tabti, Charles-Alban Deledalle, Loïc Denis, Florence Tupin

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014