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Sonia Tabti
Sonia Tabti
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Cited by
Cited by
Year
MuLoG, or how to apply Gaussian denoisers to multi-channel SAR speckle reduction?
CA Deledalle, L Denis, S Tabti, F Tupin
IEEE Transactions on Image Processing 26 (9), 4389-4403, 2017
1592017
Closed-form expressions of the eigen decomposition of 2 x 2 and 3 x 3 Hermitian matrices
CA Deledalle, L Denis, S Tabti, F Tupin
Université de Lyon, 2017
292017
Modeling the distribution of patches with shift-invariance: application to SAR image restoration
S Tabti, CA Deledalle, L Denis, F Tupin
2014 IEEE International Conference on Image Processing (ICIP), 96-100, 2014
92014
Interpretability of deep learning models for visual defect detection: A preliminary study
M Elion, S Tabti, J Budynek
Proceedings of the ConfianceAI Days, 2022
42022
Symmetric upwind scheme for discrete weighted total variation
S Tabti, J Rabin, A Elmoata
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
42018
Aircraft numerical “twin”: A time series regression competition
A Pavao, I Guyon, N Stéphane, F Lebeau, M Ghienne, L Platon, ...
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
32021
Predictive models on 1D signals in a small-data environment
F Coppini, Y Jiang, S Tabti
IMB-Institut de Mathématiques de Bordeaux, 2021
32021
Sparse-coding adapted to SAR images with an application to despeckling
S Tabti, L Verdoliva, G Poggi
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
22018
Modélisation des images par patchs pour leur restauration et leur interprétation. Applications à l'imagerie SAR.
S Tabti
Télécom ParisTech, 2016
22016
Patch-based SAR image classification: The potential of modeling the statistical distribution of patches with Gaussian mixtures
S Tabti, CA Deledalle, L Denis, F Tupin
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015
12015
Automatisation de l'inspection de conteneurs maritimes: une preuve de concept
S Tabti, F Vallée, DPS Han, M Elion, Y Alouini
9ème Conférence Nationale sur les Applications Pratiques de l’Intelligence …, 2023
2023
Analyse de shifts dans des données industrielles de capteurs par AutoEncodeur Variationnel parcimonieux
B L’Ollivier, S Tabti, J Budynek
Extraction et Gestion des Connaissances: Actes de la conférence EGC'2023 39, 2023
2023
Interpretable Domain Shift Diagnosis In Industrial Process Data With Variational Autoencoder
B L’Ollivier, S Tabti, J Budynek
2022
Prédiction séquence-à-séquence de séries temporelles multivariées et déséquilibrées avec des réseaux de neurones convolutifs.
M Elion, S Tabti, J Budynek
EGC, 497-498, 2021
2021
Improving a new sparse-coding algorithm dedicated to SAR images with a coeffcient of variation map
S Tabti, L Verdoliva, G Poggi
2018
Variation totale discrète en schéma décentré symétrique
S Tabti, J Rabin, A Elmoataz
GRETSI 2017, 2017
2017
Building invariance properties for dictionaries of SAR image patches
S Tabti, CA Deledalle, L Denis, F Tupin
2014 IEEE Geoscience and Remote Sensing Symposium, 4918-4921, 2014
2014
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