Influence of speckle filtering of polarimetric SAR data on different classification methods

Fang Cao; Charles Alban Deledalle; Jean Marie Nicolas; Florence Tupin; Loïc Denis; Laurent Ferro-Famil; Eric Pottier; Carlos López-Martínez

doi:10.1109/IGARSS.2011.6049376

Influence of speckle filtering of polarimetric SAR data on different classification methods

Fang Cao
, Charles Alban Deledalle
, Jean Marie Nicolas
, Florence Tupin
, Loïc Denis
, Laurent Ferro-Famil
, Eric Pottier
, Carlos López-Martínez

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper analyzes the effects of speckle filtering on polarimetric SAR decomposition and classification. We compared the results of the refined Lee, IDAN and Non-Local Polarimetric filters, and discussed their influence on the Cloude-Pottier decomposition and the Wishart H/α classification. ALOS/PALSAR and RadarSat-2 polarimetric SAR data are used for illustration.

Original language	English
Title of host publication	2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011 - Proceedings
Pages	1052-1055
Number of pages	4
DOIs	https://doi.org/10.1109/IGARSS.2011.6049376
Publication status	Published - 16 Nov 2011
Externally published	Yes
Event	2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011 - Vancouver, BC, Canada Duration: 24 Jul 2011 → 29 Jul 2011

Publication series

Name	International Geoscience and Remote Sensing Symposium (IGARSS)

Conference

Conference	2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011
Country/Territory	Canada
City	Vancouver, BC
Period	24/07/11 → 29/07/11

Keywords

Speckle filtering
polarimetric SAR
unsupervised classification

Access to Document

10.1109/IGARSS.2011.6049376

Cite this

Cao, F., Deledalle, C. A., Nicolas, J. M., Tupin, F., Denis, L., Ferro-Famil, L., Pottier, E., & López-Martínez, C. (2011). Influence of speckle filtering of polarimetric SAR data on different classification methods. In 2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011 - Proceedings (pp. 1052-1055). Article 6049376 (International Geoscience and Remote Sensing Symposium (IGARSS)). https://doi.org/10.1109/IGARSS.2011.6049376

@inproceedings{d189731469174c2a971268c8843da840,

title = "Influence of speckle filtering of polarimetric SAR data on different classification methods",

abstract = "This paper analyzes the effects of speckle filtering on polarimetric SAR decomposition and classification. We compared the results of the refined Lee, IDAN and Non-Local Polarimetric filters, and discussed their influence on the Cloude-Pottier decomposition and the Wishart H/α classification. ALOS/PALSAR and RadarSat-2 polarimetric SAR data are used for illustration.",

keywords = "Speckle filtering, polarimetric SAR, unsupervised classification",

author = "Fang Cao and Deledalle, \{Charles Alban\} and Nicolas, \{Jean Marie\} and Florence Tupin and Lo{\"i}c Denis and Laurent Ferro-Famil and Eric Pottier and Carlos L{\'o}pez-Mart{\'i}nez",

year = "2011",

month = nov,

day = "16",

doi = "10.1109/IGARSS.2011.6049376",

language = "English",

isbn = "9781457710056",

series = "International Geoscience and Remote Sensing Symposium (IGARSS)",

pages = "1052--1055",

booktitle = "2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011 - Proceedings",

note = "2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011 ; Conference date: 24-07-2011 Through 29-07-2011",

}

Cao, F, Deledalle, CA, Nicolas, JM, Tupin, F, Denis, L, Ferro-Famil, L, Pottier, E & López-Martínez, C 2011, Influence of speckle filtering of polarimetric SAR data on different classification methods. in 2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011 - Proceedings., 6049376, International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1052-1055, 2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011, Vancouver, BC, Canada, 24/07/11. https://doi.org/10.1109/IGARSS.2011.6049376

Influence of speckle filtering of polarimetric SAR data on different classification methods. / Cao, Fang; Deledalle, Charles Alban; Nicolas, Jean Marie et al.
2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011 - Proceedings. 2011. p. 1052-1055 6049376 (International Geoscience and Remote Sensing Symposium (IGARSS)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Influence of speckle filtering of polarimetric SAR data on different classification methods

AU - Cao, Fang

AU - Deledalle, Charles Alban

AU - Nicolas, Jean Marie

AU - Tupin, Florence

AU - Denis, Loïc

AU - Ferro-Famil, Laurent

AU - Pottier, Eric

AU - López-Martínez, Carlos

PY - 2011/11/16

Y1 - 2011/11/16

N2 - This paper analyzes the effects of speckle filtering on polarimetric SAR decomposition and classification. We compared the results of the refined Lee, IDAN and Non-Local Polarimetric filters, and discussed their influence on the Cloude-Pottier decomposition and the Wishart H/α classification. ALOS/PALSAR and RadarSat-2 polarimetric SAR data are used for illustration.

AB - This paper analyzes the effects of speckle filtering on polarimetric SAR decomposition and classification. We compared the results of the refined Lee, IDAN and Non-Local Polarimetric filters, and discussed their influence on the Cloude-Pottier decomposition and the Wishart H/α classification. ALOS/PALSAR and RadarSat-2 polarimetric SAR data are used for illustration.

KW - Speckle filtering

KW - polarimetric SAR

KW - unsupervised classification

U2 - 10.1109/IGARSS.2011.6049376

DO - 10.1109/IGARSS.2011.6049376

M3 - Conference contribution

AN - SCOPUS:80955128747

SN - 9781457710056

T3 - International Geoscience and Remote Sensing Symposium (IGARSS)

SP - 1052

EP - 1055

BT - 2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011 - Proceedings

T2 - 2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011

Y2 - 24 July 2011 through 29 July 2011

ER -

Cao F, Deledalle CA, Nicolas JM, Tupin F, Denis L, Ferro-Famil L et al. Influence of speckle filtering of polarimetric SAR data on different classification methods. In 2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011 - Proceedings. 2011. p. 1052-1055. 6049376. (International Geoscience and Remote Sensing Symposium (IGARSS)). doi: 10.1109/IGARSS.2011.6049376

Influence of speckle filtering of polarimetric SAR data on different classification methods

Abstract

Publication series

Conference

Keywords

Access to Document

Fingerprint

Cite this