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基于静态小波分解的多尺度SAR图像滤波

DOI: 10.11834/jig.2002012363

Keywords: 静态小波分解,SAR图象,斑点噪声,合成孔径雷达,图象处理

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Abstract:

由于雷达回波的相干性,合成孔径雷达(SAR)图象上存在着斑点噪声,因此,为消除这种噪声,提出了一种基于静态小波分解的硬阈值滤波方法,该方法首先将SAR图象分解至静态小波域,然后在静态小波域中将噪声的小波系数收缩至零,将此算法应用于ERS-1SAR图象斑点噪声滤波,并与基于Mallat分解的滤波算法和另外3种典型的SAR图象滤波算法进行比较,结果表明,该方法不仅可以有效地去除斑点噪声,并且可以保持SAR图象的精细纹理结构。

References

[1]  [2]Huang Y, Van Genderen J L. SAR speckle reduction: a reviewof filtering techniques and an evaluation of filter performance [R]. Technical report, International Institute for Aerospace andEarth Sciences(ITC), Enschede, The Netherlands, 1996.
[2]  [4].Mallat S. Multifrequency channel decompositions of images andwavelets models [J]. IEEE Trans. Acoust., Speech, Signal Processing, 1989,37(12) :2091~2110.
[3]  [6]Donoho D L. De-Noising by soft-thresholding[J]. IEEE Trans.Information theory, 1995,41 (3): 613~627.
[4]  [8]Dong Y, Froster B C, Milne A K et al. Morgan, Specklesuppression using recursive wavelet transforms [J]. Int. J. Remote sensing, 1998,19(21): 317~330.
[5]  [10]Nason G P, Silverman B W. The stationary wavelet transformand some statistical applications [A]. In: Antoniadis and G. Oppenheim, Eds. Wavelets and Statistics [M], New York: Spring-Verlag, 1995 : 281~299.
[6]  [1]Dewaele P, Wambacq P, Oosterlinck A et al. Comparison of some speckle reduction techniques for SAR images [A]. In: Proceedings of International Geoscience and Remote Sensing Symposium, IGARSS90[C]. New York, 1990:2417~2412.
[7]  [3]Mallat S. A theory for multiresolution signal decomposition: The wavelet representation [J]. IEEE Trans. Pattern Anal. Machine Intell. , 1989,11(7) :674~693.
[8]  [5]Donoho D L, Johnstone I M. Ideal spatial adaptation by wavelet shrinkage[J]. Biometrika, 1994,81(3) :425~455.
[9]  [7]Odegard J E, Guo H, Lang M et al. Wavelet based SAR speckle reduction and image compression [J]. SPIE Proc. 1995,2487:259~271.
[10]  [9]Shensha M J. The discrete wavelet transform: Wedding the a trous and mallat algorithms[J]. IEEE Trans. Signal Processing,1992,40(10): 2464~2482.

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