Title :
A multiresolution speckle reduction algorithm with application to SAR images
Author :
Caldi, Carmela ; Soraghan, John J.
Author_Institution :
Dipartimento di Ingegneria Elettronica, Università degli Studi di Napoli "Federico II", via Claudio 21, 80125 Napoli, Italy
Abstract :
Synthetic Aperture Radar images are the representation in range and azimuth coordinates of the signal received by a radar system exploring a portion of the earth surface. The speckle reduction technique presented in this paper takes advantage of the knowledge of the s-tatistical model of the backscattered signal to design a wavelet thresholding scheme, appropriate for this particular type of noise. Before the application to actual images, the algorithm validity has been tested by comparison with the Wiener filter, performed on random sequences generated according to the backscattering s-tatistical model.
Keywords :
Image resolution; Noise; Radar imaging; Signal resolution; Speckle; Synthetic aperture radar; Wavelet transforms;
Conference_Titel :
European Signal Processing Conference, 1996. EUSIPCO 1996. 8th
Conference_Location :
Trieste, Italy
Print_ISBN :
978-888-6179-83-6