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authFullName_s : Sonia Tabti
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Predictive models on 1D signals in a small-data environment

Fabio Coppini , Yiye Jiang , Sonia Tabti
[Research Report] IMB - Institut de Mathématiques de Bordeaux. 2021
Reports hal-03211100v1
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Closed-form expressions of the eigen decomposition of 2 x 2 and 3 x 3 Hermitian matrices

Charles-Alban Deledalle , Loic Denis , Sonia Tabti , Florence Tupin
[Research Report] Université de Lyon. 2017
Reports hal-01501221v1
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Aircraft Numerical "Twin": A Time Series Regression Competition

Adrien Pavao , Isabelle Guyon , Nachar Stéphane , Fabrice Lebeau , Martin Ghienne , et al.
ICMLA 2021 - 20th IEEE International Conference on Machine Learning and Applications., Dec 2021, Pasadena / Virtual, United States. ⟨10.1109/ICMLA52953.2021.00075⟩
Conference papers hal-03463307v3
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MuLoG, or How to apply Gaussian denoisers to multi-channel SAR speckle reduction?

Charles-Alban Deledalle , Loïc Denis , Sonia Tabti , Florence Tupin
IEEE Transactions on Image Processing, 2017, 26 (9), pp.4389-4403. ⟨10.1109/TIP.2017.2713946⟩
Journal articles hal-01388858v2
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BUILDING INVARIANCE PROPERTIES FOR DICTIONARIES OF SAR IMAGE PATCHES

Sonia Tabti , Charles-Alban Deledalle , Loïc Denis , Florence Tupin
2014
Preprints, Working Papers, ... hal-01001600v2
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Modeling the distribution of patches with shift-invariance: application to SAR image restoration

Sonia Tabti , Charles-Alban Deledalle , Loïc Denis , Florence Tupin
2014
Preprints, Working Papers, ... hal-01006733v1
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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
IGARSS, Jul 2015, Milan, Italy
Conference papers hal-01158555v1
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Variation totale discrète en schéma décentré symétrique

Sonia Tabti , Julien Rabin , Abderrahim Elmoataz
GRETSI 2017, Sep 2017, Juan-les-Pins, France
Conference papers hal-01557028v1

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

Sonia Tabti , Charles-Alban Deledalle , Loïc Denis , Florence Tupin
IEEE International Conference on Image Processing, 2014, France. pp.1569914521
Conference papers ujm-01021142v1
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Modélisation des images par patchs pour leur restauration et leur interprétation. Applications à l'imagerie SAR.

Sonia Tabti
Traitement du signal et de l'image [eess.SP]. Télécom ParisTech, 2016. Français. ⟨NNT : ⟩
Theses tel-01585676v1
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SYMMETRIC UPWIND SCHEME FOR DISCRETE WEIGHTED TOTAL VARIATION

Sonia Tabti , Julien Rabin , Abderrahim Elmoataz
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2018, calgary, Canada. ⟨10.1109/ICASSP.2018.8461736⟩
Conference papers hal-01629413v1
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Improving a new sparse-coding algorithm dedicated to SAR images with a coeffcient of variation map

Sonia Tabti , Luisa Verdoliva , Giovanni Poggi
2018
Preprints, Working Papers, ... hal-01756540v1
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SPARSE-CODING ADAPTED TO SAR IMAGES WITH AN APPLICATION TO DESPECKLING

Sonia Tabti , Luisa Verdoliva , Giovanni Poggi
2017
Preprints, Working Papers, ... hal-01647163v2