Title :
Multiresolution adaptive speckle filtering: a comparison of algorithms
Author :
Aiazzi, B. ; Alparone, L. ; Baronti, S. ; Borri, G.
Author_Institution :
Istituto di Ricerca sulle Onde Elettromagnetiche, CNR, Firenze, Italy
Abstract :
Speckle filtering in multiresolution frameworks is the key to extend spatial adaptivity also across scales. Several procedures based on wavelets and pyramids, in which the different resolutions are adaptively filtered, have been introduced for selective speckle smoothing with preservation of features and point targets. In this work, comparison tests on true and synthetic speckled images show significant advances of the multi- over the single-scale approach, especially for the pyramid based scheme proposed by the authors, where visual comparisons on SAR images show better texture preservation
Keywords :
adaptive signal processing; geophysical signal processing; geophysical techniques; image texture; radar imaging; remote sensing by radar; speckle; synthetic aperture radar; wavelet transforms; SAR imaging; adaptive signal processing; algorithm; geophysical measurement technique; image texture; land surface; multiresolution adaptive speckle filtering; multiresolution framework; multiscale approach; pyramid; radar remote sensing; spatial adaptivity; speckle smoothing; synthetic aperture radar; synthetic speckled image; terrain mapping; wavelet; Adaptive filters; Band pass filters; Filtering algorithms; Frequency; Nonlinear filters; Signal to noise ratio; Smoothing methods; Spatial resolution; Speckle; Statistics;
Conference_Titel :
Geoscience and Remote Sensing, 1997. IGARSS '97. Remote Sensing - A Scientific Vision for Sustainable Development., 1997 IEEE International
Print_ISBN :
0-7803-3836-7
DOI :
10.1109/IGARSS.1997.615340