SAR Image Segmentation via Non-local Active ContoursReport as inadecuate




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1 State Key Lab. of Information Engineering in Surveying, Mapping and Remote Sensing 2 DSP - Signal Processing Lab

Abstract : This paper presents a method for SAR image segmentation by relying on active contour model with the non-local processing principle~\cite{Buades}. The idea is to partition a SAR image via computing the patch similarity in the SAR image non-locally, and formulize the segmentation problem with an active contour model. More precisely, after computing the statistical features of SAR images, non-local comparisons between feature patches are used to calculate the active contour energy, which is defined by integrating the interactions between pairs of patches inside and outside the segmented region. A level set method is finally used to minimize the non-local energy. Compared with existing approaches for SAR image segmentation, the only requirement of this method is a local similarity between patches, and it is less sensitive to initial segmentation. The experimental results show the effectiveness and feasibility of the proposed method.

keyword : segmentation non-local active contour





Author: Gang Liu - Gui-Song Xia - Wen Yang -

Source: https://hal.archives-ouvertes.fr/



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