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Emanuele Dalsasso
Emanuele Dalsasso
Post-doctoral researcher, EPFL
Verified email at epfl.ch - Homepage
Title
Cited by
Cited by
Year
SAR2SAR: a semi-supervised despeckling algorithm for SAR images
E Dalsasso, L Denis, F Tupin
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
992021
Image restoration for remote sensing: Overview and toolbox
B Rasti, Y Chang, E Dalsasso, L Denis, P Ghamisi
IEEE Geoscience and Remote Sensing Magazine 10 (2), 201-230, 2021
832021
SAR Image Despeckling by Deep Neural Networks: from a pre-trained model to an end-to-end training strategy
E Dalsasso, X Yang, L Denis, F Tupin, W Yang
Remote Sensing 12 (16), 2636, 2020
532020
As if by magic: self-supervised training of deep despeckling networks with MERLIN
E Dalsasso, L Denis, F Tupin
IEEE Transactions on Geoscience and Remote Sensing 60, 1-13, 2021
462021
Multitemporal Speckle Reduction With Self-Supervised Deep Neural Networks
I Meraoumia, E Dalsasso, L Denis, R Abergel, F Tupin
IEEE Transactions on Geoscience and Remote Sensing 61, 1-14, 2023
152023
How to handle spatial correlations in SAR despeckling? Resampling strategies and deep learning approaches
E Dalsasso, L Denis, F Tupin
EUSAR 2021; 13th European Conference on Synthetic Aperture Radar, 1-6, 2021
152021
Self-supervised training strategies for SAR image despeckling with deep neural networks
E Dalsasso, L Denis, M Muzeau, F Tupin
EUSAR 2022; 14th European Conference on Synthetic Aperture Radar, 1-6, 2022
132022
A review of deep-learning techniques for SAR image restoration
L Denis, E Dalsasso, F Tupin
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 411-414, 2021
112021
Despeckling Sentinel-1 GRD Images by Deep-Learning and Application to Narrow River Segmentation
N Gasnier, E Dalsasso, L Denis, F Tupin
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2995 …, 2021
72021
Exploiting multi-temporal information for improved speckle reduction of Sentinel-1 SAR images by deep learning
E Dalsasso, I Meraoumia, L Denis, F Tupin
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 1081 …, 2021
42021
Automatic detection of subglacial lakes in radar sounder data acquired in Antarctica
AM Ilisei, M Khodadadzadeh, E Dalsasso, L Bruzzone
Image and Signal Processing for Remote Sensing XXIII 10427, 357-366, 2017
42017
MERLIN-Seg: self-supervised despeckling for label-efficient semantic segmentation
E Dalsasso, C Rambour, N Trouvé, N Thome
Computer Vision and Image Understanding 241, 103940, 2024
32024
Fast strategies for multi-temporal speckle reduction of Sentinel-1 GRD images
I Meraoumia, E Dalsasso, L Denis, F Tupin
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
12022
Learning a versatile representation of SAR data for regression and segmentation by leveraging self-supervised despeckling with MERLIN
E Dalsasso, C Rambour, L Denis, F Tupin
2023
Self-supervised learning of deep despeckling networks with MERLIN: ensuring the statistical independence of the real and imaginary parts
E Dalsasso, F Brigui, L Denis, R Abergel, F Tupin
2023
Débruitage multi-modal d'images radar à synthèse d'ouverture par apprentissage profond auto-supervisé
V Gaya, E Dalsasso, L Denis, F Tupin, B Pinel-Puysségur, C Guérin
GRETSI, 2023
2023
DESPECKLING OF DUAL-POL GRD SENTINEL-1 IMAGES IN EXTRA-WIDE MODE BY DEEP LEARNING
I Meraoumia, R Debanshu, E Dalsasso, L Denis, F Tupin, A Marinoni
International Geoscience and Remote Sensing Symposium (IGARSS) 2023, 2023
2023
Leveraging Vision-Language Foundation Models for Fine-Grained Downstream Tasks
D Coquenet, C Rambour, E Dalsasso, N Thome
arXiv preprint arXiv:2307.06795, 2023
2023
Apprentissage autosupervisé pour le despeckling d'images SAR avec MERLIN: application aux images Sentinel-1 Stripmap
E Dalsasso, L Denis, F Tupin
GRETSI 2022 (Groupe de Recherche et d'Etudes de Traitement du Signal et des …, 2022
2022
Débruitage multi-temporel d'images radar à synthèse d'ouverture par apprentissage profond auto-supervisé
I Meraoumia, E Dalsasso, L Denis, F Tupin
GRETSI 2022, 2022
2022
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