SAR IMAGE LOSSY COMPRESSION
WITHOUT VISUALLY NOTICEABLE DISTORTIONS
N.N. Ponomarenko, V.V. Lukin, D.V. Fevralev, A.A. Zelensky
The methods of lossy
compression of images formed by synthetic aperture radar (SAR) and
distorted by spatially-correlated speckle are analyzed. Compression settings for
discrete cosine transform (DCT) based compression are chosen so that the
distortions introduced are not visually noticeable that allows further using
different procedures secondary processing applied to decompressed images. The
statistical characteristics of residual noise and the values of metrics that
characterize visual image quality after compression are studied. The tasks of
further investigations are formulated.
Keywords: image lossy
compression, multiplicative noise, visual quality metric