Title
Homomorphic wavelet-based statistical despeckling of SAR images
Abstract
In this paper, we introduce the homomorphic /spl Gamma/-WMAP (wavelet maximum a posteriori) filter, a wavelet-based statistical speckle filter equivalent to the well known /spl Gamma/-MAP filter. We perform a logarithmic transformation in order to make the speckle contribution additive and statistically independent of the radar cross section. Further, we propose to use the normal inverse Gaussian ...
Year
DOI
Venue
2004
10.1109/TGRS.2003.821885
IEEE Transactions on Geoscience and Remote Sensing
Keywords
Field
DocType
Speckle,Filters,Filtering,Wavelet coefficients,AWGN,Radar cross section,Noise reduction,Wavelet transforms,Gaussian noise,Statistics
Computer vision,Speckle pattern,Synthetic aperture radar,Remote sensing,Filter (signal processing),Smoothing,Statistical model,Artificial intelligence,Homomorphic filtering,Mathematics,Wavelet,Wavelet transform
Journal
Volume
Issue
ISSN
42
4
0196-2892
Citations 
PageRank 
References 
30
2.23
15
Authors
2
Name
Order
Citations
PageRank
Stian Solbo1545.55
T. Eltoft216711.37