Use of homomorphic transforms in locally adaptive filtering of radar images

被引:4
作者
Lukin, VV [1 ]
Melnik, VP [1 ]
Chemerovsky, VI [1 ]
Peltonen, S [1 ]
Kuosmanen, P [1 ]
机构
[1] Tampere Univ Technol, Signal Proc Lab, Digital Media Inst, FIN-33101 Tampere, Finland
来源
NONLINEAR IMAGE PROCESSING XI | 2000年 / 3961卷
关键词
homomorphic transforms; image filtering; hard and soft switching; local adaptation; speckle;
D O I
10.1117/12.379391
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A case of dominant multiplicative noise typical for radar images is considered. The filtering of such images corrupted by speckle, and possibly spikes, can be done both without and with the use of homomorphic transformations. The application of locally adaptive filtering is explored for both cases. It is shown that the use of homomorphic transformations is reasonable for solving some particular tasks, for example, better detection of small size objects with negative contrasts with respect to surrounding background and their preservation while processing the images. Other kinds of homomorhic filtering techniques can be useful for providing better noise suppression.
引用
收藏
页码:184 / 195
页数:12
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