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G-WMAP: a statistical speckle filter operating in the wavelet domain / S. Solbo in International Journal of Remote Sensing IJRS, vol 25 n° 5 (March 2004)  

Public [article]  inInternational Journal of Remote Sensing IJRS > vol 25 n° 5 (March 2004) . - pp 1019 - 1036 Titre : G-WMAP: a statistical speckle filter operating in the wavelet domain Type de document : Article/Communication Auteurs : S. Solbo, Auteur ; T. Eltoft, Auteur Année de publication : 2004 Article en page(s) : pp 1019 - 1036 Note générale : Bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Traitement d'image [Termes IGN] analyse comparative [Termes IGN] filtrage du rayonnement [Termes IGN] filtre de déchatoiement [Termes IGN] image Radarsat [Termes IGN] ondelette [Termes IGN] radar à antenne synthétique Résumé : (Auteur) In this paper we introduce the g-WMAP filter. a wa~elet based equivalent to the classical g-MAP filter. We model speckle as additive signaldependent noise, and propose to use the normal inverse Gaussian (NIG) distribution as a statistical model for the wavelet coefficients of both the reflectance image and the noise image. A method for estimating the parameters of the proposed statistical models is presented, and we show that the NIG distribution makes excellent fits to the distributions of the wavelet coefficients of single-look synthetic aperture radar (SAR) images. The performance of the g-WMAP filter is tested on three single-look SAR images. We find that when the filter is used in a global mode it may severely blur the image. However, when applied in a local, adaptive mode the new algorithm has excellent de-speckling performance. Visual comparisons with the g-MAP filter show that g-WMAP tends to give better de-speckling. Quantitative comparisons in homogeneous regions using both the equivalent number of looks and the log standard deviation as measures definitely show that the g-WMAP gives better speckle filtering. Numéro de notice : A2004-080 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Article nature-HAL : ArtAvecCL-RevueIntern DOI : 10.1080/0143116031000150040 En ligne : https://doi.org/10.1080/0143116031000150040 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=26608 [article]

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