Ten years of patch-based approaches for sar imaging: A review

Florence Tupin; Loïc Denis; Charles Alban Deledalle; Giampaolo Ferraioli

doi:10.1109/IGARSS.2019.8900596

Ten years of patch-based approaches for sar imaging: A review

Florence Tupin
, Loïc Denis
, Charles Alban Deledalle
, Giampaolo Ferraioli

Université Paris-Saclay
Laboratoire Hubert Curien UMR CNRS 5516
CNRS
Partenope University

Résultats de recherche: Contribution à une conférence › Papier › Revue par des pairs

Résumé

Speckle reduction is a major issue for many SAR imaging applications using amplitude, interferometric, polarimetric or tomographic data. This subject has been widely investigated using various approaches. Since a decade, breakthrough methods based on patches have brought unprecedented results to improve the estimation of radar properties. In this paper, we give a review of the different adaptations which have been proposed in the past years for different SAR modalities (mono-channel data like intensity images, multi-channel data like interferometric, tomographic or polarimetric data, or multimodalities combining optic and SAR images), and discuss the new trends on this subject.

langue originale	Anglais
Pages	5105-5108
Nombre de pages	4
Les DOIs	https://doi.org/10.1109/IGARSS.2019.8900596
état	Publié - 1 janv. 2019
Modification externe	Oui
Evénement	39th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Yokohama, Japon Durée: 28 juil. 2019 → 2 août 2019

Une conférence

Une conférence	39th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019
Pays/Territoire	Japon
La ville	Yokohama
période	28/07/19 → 2/08/19

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10.1109/IGARSS.2019.8900596

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title = "Ten years of patch-based approaches for sar imaging: A review",

abstract = "Speckle reduction is a major issue for many SAR imaging applications using amplitude, interferometric, polarimetric or tomographic data. This subject has been widely investigated using various approaches. Since a decade, breakthrough methods based on patches have brought unprecedented results to improve the estimation of radar properties. In this paper, we give a review of the different adaptations which have been proposed in the past years for different SAR modalities (mono-channel data like intensity images, multi-channel data like interferometric, tomographic or polarimetric data, or multimodalities combining optic and SAR images), and discuss the new trends on this subject.",

keywords = "NLSAR, Patch-based approaches, SAR despeckling",

author = "Florence Tupin and Lo{\"i}c Denis and Deledalle, \{Charles Alban\} and Giampaolo Ferraioli",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 39th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 ; Conference date: 28-07-2019 Through 02-08-2019",

year = "2019",

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doi = "10.1109/IGARSS.2019.8900596",

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AU - Denis, Loïc

AU - Deledalle, Charles Alban

AU - Ferraioli, Giampaolo

PY - 2019/1/1

Y1 - 2019/1/1

N2 - Speckle reduction is a major issue for many SAR imaging applications using amplitude, interferometric, polarimetric or tomographic data. This subject has been widely investigated using various approaches. Since a decade, breakthrough methods based on patches have brought unprecedented results to improve the estimation of radar properties. In this paper, we give a review of the different adaptations which have been proposed in the past years for different SAR modalities (mono-channel data like intensity images, multi-channel data like interferometric, tomographic or polarimetric data, or multimodalities combining optic and SAR images), and discuss the new trends on this subject.

AB - Speckle reduction is a major issue for many SAR imaging applications using amplitude, interferometric, polarimetric or tomographic data. This subject has been widely investigated using various approaches. Since a decade, breakthrough methods based on patches have brought unprecedented results to improve the estimation of radar properties. In this paper, we give a review of the different adaptations which have been proposed in the past years for different SAR modalities (mono-channel data like intensity images, multi-channel data like interferometric, tomographic or polarimetric data, or multimodalities combining optic and SAR images), and discuss the new trends on this subject.

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KW - Patch-based approaches

KW - SAR despeckling

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M3 - Paper

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Y2 - 28 July 2019 through 2 August 2019

ER -

Ten years of patch-based approaches for sar imaging: A review

Résumé

Une conférence

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