Fisher PDF for Maximum Likelihood texture tracking with high resolution PolSAR data

Olivier Harant; Lionel Bombrun; Gabriel Vasile; Michel Gay; Laurent Ferro-Famil; Renaud Fallourd; Emmanuel Trouvé; Jean Marie Nicolas; Florence Tupin

Fisher PDF for Maximum Likelihood texture tracking with high resolution PolSAR data

Olivier Harant, Lionel Bombrun, Gabriel Vasile, Michel Gay, Laurent Ferro-Famil, Renaud Fallourd, Emmanuel Trouvé, Jean Marie Nicolas, Florence Tupin

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

Abstract

This paper¹ presents a novel method to estimate displacement by Maximum Likelihood (ML) texture tracking in PolSAR images. The observed Polarimetric SAR (PoISAR) data-set is composed by two terms: a scalar texture parameter and a speckle component. The ML estimator of the texture is estimated using the Spherically Invariant Random Vectors (SIRV) processes. The proposed method is tested with both simulated PolSAR data and spacebome PolSAR images provided by the TerraSAR-X (TSX) satellite.

Original language	English
Title of host publication	8th European Conference on Synthetic Aperture Radar, EUSAR 2010
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	418-421
Number of pages	4
ISBN (Electronic)	9783800732722
Publication status	Published - 1 Jan 2010
Externally published	Yes
Event	8th European Conference on Synthetic Aperture Radar, EUSAR 2010 - Aachen, Germany Duration: 7 Jun 2010 → 10 Jun 2010

Publication series

Name	Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR
ISSN (Print)	2197-4403

Conference

Conference	8th European Conference on Synthetic Aperture Radar, EUSAR 2010
Country/Territory	Germany
City	Aachen
Period	7/06/10 → 10/06/10

Cite this

Harant, O., Bombrun, L., Vasile, G., Gay, M., Ferro-Famil, L., Fallourd, R., Trouvé, E., Nicolas, J. M., & Tupin, F. (2010). Fisher PDF for Maximum Likelihood texture tracking with high resolution PolSAR data. In 8th European Conference on Synthetic Aperture Radar, EUSAR 2010 (pp. 418-421). Article 5758755 (Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR). Institute of Electrical and Electronics Engineers Inc..

@inproceedings{ee7bae492aed418c97faba5f44ebd125,

title = "Fisher PDF for Maximum Likelihood texture tracking with high resolution PolSAR data",

abstract = "This paper1 presents a novel method to estimate displacement by Maximum Likelihood (ML) texture tracking in PolSAR images. The observed Polarimetric SAR (PoISAR) data-set is composed by two terms: a scalar texture parameter and a speckle component. The ML estimator of the texture is estimated using the Spherically Invariant Random Vectors (SIRV) processes. The proposed method is tested with both simulated PolSAR data and spacebome PolSAR images provided by the TerraSAR-X (TSX) satellite.",

author = "Olivier Harant and Lionel Bombrun and Gabriel Vasile and Michel Gay and Laurent Ferro-Famil and Renaud Fallourd and Emmanuel Trouv{\'e} and Nicolas, \{Jean Marie\} and Florence Tupin",

note = "Publisher Copyright: {\textcopyright} VDE VERLAG GMBH · Berlin · Offenbach.; 8th European Conference on Synthetic Aperture Radar, EUSAR 2010 ; Conference date: 07-06-2010 Through 10-06-2010",

year = "2010",

month = jan,

day = "1",

language = "English",

series = "Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "418--421",

booktitle = "8th European Conference on Synthetic Aperture Radar, EUSAR 2010",

}

Harant, O, Bombrun, L, Vasile, G, Gay, M, Ferro-Famil, L, Fallourd, R, Trouvé, E, Nicolas, JM & Tupin, F 2010, Fisher PDF for Maximum Likelihood texture tracking with high resolution PolSAR data. in 8th European Conference on Synthetic Aperture Radar, EUSAR 2010., 5758755, Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR, Institute of Electrical and Electronics Engineers Inc., pp. 418-421, 8th European Conference on Synthetic Aperture Radar, EUSAR 2010, Aachen, Germany, 7/06/10.

Fisher PDF for Maximum Likelihood texture tracking with high resolution PolSAR data. / Harant, Olivier; Bombrun, Lionel; Vasile, Gabriel et al.
8th European Conference on Synthetic Aperture Radar, EUSAR 2010. Institute of Electrical and Electronics Engineers Inc., 2010. p. 418-421 5758755 (Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR).

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

TY - GEN

T1 - Fisher PDF for Maximum Likelihood texture tracking with high resolution PolSAR data

AU - Harant, Olivier

AU - Bombrun, Lionel

AU - Vasile, Gabriel

AU - Gay, Michel

AU - Ferro-Famil, Laurent

AU - Fallourd, Renaud

AU - Trouvé, Emmanuel

AU - Nicolas, Jean Marie

AU - Tupin, Florence

PY - 2010/1/1

Y1 - 2010/1/1

N2 - This paper1 presents a novel method to estimate displacement by Maximum Likelihood (ML) texture tracking in PolSAR images. The observed Polarimetric SAR (PoISAR) data-set is composed by two terms: a scalar texture parameter and a speckle component. The ML estimator of the texture is estimated using the Spherically Invariant Random Vectors (SIRV) processes. The proposed method is tested with both simulated PolSAR data and spacebome PolSAR images provided by the TerraSAR-X (TSX) satellite.

AB - This paper1 presents a novel method to estimate displacement by Maximum Likelihood (ML) texture tracking in PolSAR images. The observed Polarimetric SAR (PoISAR) data-set is composed by two terms: a scalar texture parameter and a speckle component. The ML estimator of the texture is estimated using the Spherically Invariant Random Vectors (SIRV) processes. The proposed method is tested with both simulated PolSAR data and spacebome PolSAR images provided by the TerraSAR-X (TSX) satellite.

M3 - Conference contribution

AN - SCOPUS:84873144785

T3 - Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR

SP - 418

EP - 421

BT - 8th European Conference on Synthetic Aperture Radar, EUSAR 2010

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 8th European Conference on Synthetic Aperture Radar, EUSAR 2010

Y2 - 7 June 2010 through 10 June 2010

ER -

Harant O, Bombrun L, Vasile G, Gay M, Ferro-Famil L, Fallourd R et al. Fisher PDF for Maximum Likelihood texture tracking with high resolution PolSAR data. In 8th European Conference on Synthetic Aperture Radar, EUSAR 2010. Institute of Electrical and Electronics Engineers Inc. 2010. p. 418-421. 5758755. (Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR).

Fisher PDF for Maximum Likelihood texture tracking with high resolution PolSAR data

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