SAR image speckle suppression method based on second generation curvilinear wave transformation
A technology of coherent speckle suppression and curve wave, which is applied in image enhancement, image data processing, radio wave measurement system, etc., can solve the problems of image scratch effect, image edge blur, and lack of translation invariance of curve wave transformation, etc., to eliminate Scratch effect, the effect of retaining detail information
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[0028] refer to figure 1 , the specific implementation steps of the present invention are as follows:
[0029] Step 1: Select the test SAR image I, and perform the second-generation curvelet transformation on it.
[0030] The present invention selects the mathematical model of testing SAR image as: y=x+n
[0031] Where y={y(i, j)|i, j=1, 2,...N} represents the SAR image, x={x(i, j)|i, j=1, 2,...N } represents the backscattering intensity of the real scene in the SAR image, n={n(i, j)|i, j=1, 2,...N} represents zero mean and variance equal to σ 2 Gaussian noise, N represents the size of the image;
[0032] Carry out the second-generation curvelet transform on the SAR image to be processed, divide it into five layers of subbands, and obtain the curvelet coefficient of the SAR image at the Wth subband position (i, j) of the S layer:
[0033] C(S,W,i,j)=s(S,W,i,j)+ε(S,W,i,j)
[0034] where s(S,W,i,j) and ε(S,W,i,j) are the backscattering intensity and noise curve wave coeffici...
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