DocumentCode :
3384083
Title :
Compression of RADARSAT data with block adaptive wavelets
Author :
Cumming, Ian ; Wang, Jing
Author_Institution :
Dept. of ECE, British Columbia Univ., Vancouver, BC, Canada
fYear :
2003
fDate :
25-27 March 2003
Firstpage :
419
Abstract :
Summary form only given. A new algorithm, referred to as the wavelet packet-based embedded blocking code (WPEB), was developed for synthetic aperture radar (SAR) data compression. This algorithm combines the different properties of wavelet packet decomposition, block coding, and speckle reduction. Better results were obtained by using the wavelet packet transform that decomposes the higher frequencies. The higher coding efficiency can be obtained by dynamically allocating bits according to block variances. The examples using RADARSAT data have shown that compression performance is better than conventional wavelet methods. Visual image interpretation was found acceptable at 1 bpp.
Keywords :
block codes; data compression; geophysical signal processing; image coding; radar imaging; remote sensing by radar; spaceborne radar; synthetic aperture radar; transform coding; wavelet transforms; RADARSAT data; SAR; WPEB scheme; block adaptive wavelet; block coding; block variances; coding efficiency; compression performance; data compression; high frequency decomposition; speckle reduction; synthetic aperture radar; visual image interpretation; wavelet packet decomposition; wavelet packet transform; wavelet packet-based embedded blocking code; Block codes; Data compression; Discrete wavelet transforms; Dynamic range; Frequency; Layout; Radio spectrum management; Speckle; Synthetic aperture radar; Wavelet packets;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Data Compression Conference, 2003. Proceedings. DCC 2003
ISSN :
1068-0314
Print_ISBN :
0-7695-1896-6
Type :
conf
DOI :
10.1109/DCC.2003.1194038
Filename :
1194038
Link To Document :
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