DocumentCode :
2107683
Title :
Polarmetric SAR data compression using wavelet packets in a block coding scheme
Author :
Cumming, I. ; Wang, J.
Author_Institution :
Dept. of Electr. & Comput. Eng., British Columbia Univ., Canada
Volume :
2
fYear :
2002
fDate :
24-28 June 2002
Firstpage :
1126
Abstract :
Previously progress has been made in designing wavelet compression schemes for SAR image data. In this paper, we propose an improvement to the wavelet method based on a subdivision of the image into blocks, so that an optimal bit allocation can be made based on each block´s statistics. Unlike single-channel SAR data, polarimetric data have HH, VV and HV channels of radar intensity images, plus the phase differences between them. We examine the information redundancy among these channels, and optimize the block coding scheme across the polarimetric channels and spatial blocks to improve compression performance. Experimental results using SIR-C data show significant improvement in coding efficiency.
Keywords :
data compression; image coding; radar imaging; radar polarimetry; spaceborne radar; synthetic aperture radar; transform coding; wavelet transforms; HH channels; HV channels; SAR image data; SIR-C data; VV channels; block coding scheme; compression performance; information redundancy; optimal bit allocation; phase differences; polarimetric SAR data compression; polarimetric channels; polarimetric data; radar intensity images; single-channel SAR data; spatial blocks; wavelet compression schemes; wavelet method; wavelet packets; Bit rate; Block codes; Data compression; Discrete wavelet transforms; Frequency; Image coding; Speckle; Statistics; Wavelet analysis; Wavelet packets;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2002. IGARSS '02. 2002 IEEE International
Print_ISBN :
0-7803-7536-X
Type :
conf
DOI :
10.1109/IGARSS.2002.1025797
Filename :
1025797
Link To Document :
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