Despeckle and geographical feature extraction in SAR images by wavelet transform

被引:35
作者
Gupta, Karunesh K. [1 ]
Gupta, Rajiv [2 ]
机构
[1] BITS Pilani, Instrumentat Grp, Pilani 333031, Rajasthan, India
[2] BITS Pilani, Civil Grp, Pilani 333031, Rajasthan, India
关键词
despeckle; speckle models; wavelet transform; multiscale analysis; ribbon-like structure;
D O I
10.1016/j.isprsjprs.2007.06.001
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
This paper presents a method to despeckle Synthetic Aperture Radar (SAR) image, and then extract geographical features in it. In this research work, speckle is reduced by multiscale analysis in wavelet domain. In terms of geographical feature preservation the result shows that the method is better compared to spatial domain filters, such as Lee, Kuan, Frost, Ehfrost, Median, Gamma filters. The geographical features such as roads, airport runways, rivers and other ribbon-like shape structures are detected by the new wavelet-based method as proposed by Yuan Yan Tang. Experimental results show that the proposed method extracts geographical features of different width as well as different gray levels. (c) 2007 International Society for Photogrammetry and Remote Sensing, Inc. (ISPRS). Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:473 / 484
页数:12
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