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

Research output: Contribution to conference › Paper › peer-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.

Original language	English
Pages	5105-5108
Number of pages	4
DOIs	https://doi.org/10.1109/IGARSS.2019.8900596
Publication status	Published - 1 Jan 2019
Externally published	Yes
Event	39th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Yokohama, Japan Duration: 28 Jul 2019 → 2 Aug 2019

Conference

Conference	39th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019
Country/Territory	Japan
City	Yokohama
Period	28/07/19 → 2/08/19

Keywords

NLSAR
Patch-based approaches
SAR despeckling

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10.1109/IGARSS.2019.8900596

Cite this

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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",

month = jan,

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doi = "10.1109/IGARSS.2019.8900596",

language = "English",

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T2 - 39th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019

AU - Tupin, Florence

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.

KW - NLSAR

KW - Patch-based approaches

KW - SAR despeckling

UR - https://www.scopus.com/pages/publications/85094713630

U2 - 10.1109/IGARSS.2019.8900596

DO - 10.1109/IGARSS.2019.8900596

M3 - Paper

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SP - 5105

EP - 5108

Y2 - 28 July 2019 through 2 August 2019

ER -

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

Abstract

Conference

Keywords

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