SPECKLE FILTERING IN SAR IMAGES BY CONTRAST MODIFICATION, COMPARISON WITH A LARGE CLASS OF FILTERS

Citation
A. Saad et al., SPECKLE FILTERING IN SAR IMAGES BY CONTRAST MODIFICATION, COMPARISON WITH A LARGE CLASS OF FILTERS, Annales des telecommunications, 51(5-6), 1996, pp. 233-244
Citations number
16
Categorie Soggetti
Telecommunications
ISSN journal
00034347
Volume
51
Issue
5-6
Year of publication
1996
Pages
233 - 244
Database
ISI
SICI code
0003-4347(1996)51:5-6<233:SFISIB>2.0.ZU;2-#
Abstract
Speckle appearing in synthetic aperture radar (SAR) images is generate d by coherent processing of radar signals. Basically the speckle has t he nature of multiplicative noise. Recently, several methods have been proposed to remove speckle in SAR images, among them, Lee's methods, Frost's method and Zamperoni's method. In this paper, we propose an ef fective method for smoothing speckle-corrupted images. Digital process ing is introduced, based on a contrast modification in a multiresoluti on pyramid image representation. The contrast modification is realized by a median filter or an adaptive order filter giving a reconstructed image. For assessing this new method, we realized a comparative study with several noise-smoothing algorithms.