EXPERIMENTS WITH WAVELETS FOR COMPRESSION OF SAR DATA

被引:22
作者
WERNESS, SA
WEI, SC
CARPINELLA, R
机构
[1] Environmental Research Institute of Michigan, Ann Arbor
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 1994年 / 32卷 / 01期
关键词
D O I
10.1109/36.285202
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Wavelet transform coding is shown to be an effective method for compression of both detected and complex synthetic aperture radar (SAR) imagery. Three different orthogonal wavelet transform filters are examined for use in SAR data compression; the performances of the filters are correlated with mathematical properties such as regularity and number of vanishing moments. Excellent quality reconstructions are obtained at data rates as low as 0.25 bpp for detected data and as low as 0.5 bits per element (or 2 bpp) for complex data.
引用
收藏
页码:197 / 201
页数:5
相关论文
共 23 条
[11]  
Jones R. V., 1988, Proceedings of the 1988 IEEE National Radar Conference (Cat. No.88CH2572-6), P129, DOI 10.1109/NRC.1988.10945
[12]   BLOCK ADAPTIVE QUANTIZATION OF MAGELLAN SAR DATA [J].
KWOK, R ;
JOHNSON, WTK .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1989, 27 (04) :375-383
[13]   Image compression using the 2-D wavelet transform [J].
Lewis, A. S. ;
Knowles, G. .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1992, 1 (02) :244-250
[14]  
LKLOYS SP, 1982, IEEE T INFORM THEORY, P129
[15]  
MAHESH B, 1989, P ICASSP GLASGOW, P1953
[16]  
Mallaiah A., 2012, COMMUN ACM, V1, P45
[17]   A THEORY FOR MULTIRESOLUTION SIGNAL DECOMPOSITION - THE WAVELET REPRESENTATION [J].
MALLAT, SG .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1989, 11 (07) :674-693
[18]  
MANGO SA, 1989, P IGARSS, P912
[19]  
MAX J, 1960, IEEE T INFORM THEORY, P7
[20]   SEGMENTATION OF SYNTHETIC-APERTURE-RADAR COMPLEX DATA [J].
RIGNOT, E ;
CHELLAPPA, R .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1991, 8 (09) :1499-1509