An algorithm for SAR image embedded compression based on wavelet transform

被引:0
作者
Kun, Li [1 ]
Shuang, Wang [1 ]
Biao, Hou [1 ]
Licheng, Jiao [1 ]
机构
[1] Xidian Univ, Inst Intelligent Informat Proc, Xian, Peoples R China
来源
SNPD 2007: EIGHTH ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING, AND PARALLEL/DISTRIBUTED COMPUTING, VOL 1, PROCEEDINGS | 2007年
关键词
synthetic aperture radar; discrete wavelet transform; image embedded compression; image denoise;
D O I
10.1109/SNPD.2007.45
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Synthetic Aperture Radar (SAR) image compression is important in image transmission and archiving. In this paper, SAR image compression using embedded Zerotree wavelets algorithm, based on discrete wavelet transform (DWT), is researched. Aiming at special characteristics of SAR image such as speckle noise, the author added a denoise step in the flow of compression, trying to do some meaningful attempt in SAR image compression. Experiments carried out show that the improvement can reduce the speckle noise and improve the computation precision and time.
引用
收藏
页码:374 / +
页数:2
相关论文
共 17 条
[1]  
CHUI CK, 1994, C WAVELETS THEORY AL
[2]   BIORTHOGONAL BASES OF COMPACTLY SUPPORTED WAVELETS [J].
COHEN, A ;
DAUBECHIES, I ;
FEAUVEAU, JC .
COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS, 1992, 45 (05) :485-560
[3]   THE WAVELET TRANSFORM, TIME-FREQUENCY LOCALIZATION AND SIGNAL ANALYSIS [J].
DAUBECHIES, I .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1990, 36 (05) :961-1005
[4]   ORTHONORMAL BASES OF COMPACTLY SUPPORTED WAVELETS [J].
DAUBECHIES, I .
COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS, 1988, 41 (07) :909-996
[5]  
DAUBECHIES I, 1992, CBMS NSF C SER APPL
[6]   Speckle filtering of SAR images - A comparative study between complex-wavelet-based and standard filters [J].
Gagnon, L ;
Jouan, A .
WAVELET APPLICATIONS IN SIGNAL AND IMAGE PROCESSING V, 1997, 3169 :80-91
[7]   SOME FUNDAMENTAL PROPERTIES OF SPECKLE [J].
GOODMAN, JW .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1976, 66 (11) :1145-1150
[8]   Analysis of multiplicative speckle models for template-based SAR ATR [J].
Kaplan, LM .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2001, 37 (04) :1424-1432
[9]  
Lee J.S., 1994, Remote Sensing Reviews, V8, P313, DOI [DOI 10.1080/02757259409532206, 10.1080/02757259409532206]
[10]  
LEE JS, 1981, IEEE COMPUT GRAPH, V17, P24232