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The Study of SAR Change Detection Based on Edgeworth Approach and Kullback-Leibler Divergence
组合Edgeworth逼近和交叉熵的SAR变化检测

Keywords: Space-borne SAR image,Change detection,Edgeworth approach,Kullback-Leibler divergence
星载SAR图像
,变化检测,Edgeworth展开,交叉熵

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Abstract:

Owing to its fixed revisit period, space-borne SAR is suitable for dynamic monitoring the ground information, and change detection is the key processing technology. In this paper Edgeworth approach is used to fit the statistical distribution model of SAR image in different kind of scenes and the Kullback-Leibler divergence is proposed as a measurement of the difference between two SAR images. The idea of integral image is used to improve the calculation efficiency. The difference image is segmented to extract the changed regions, this approach is demonstrated feasible according to the processing test using real satellite SAR image.

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