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Fast Active Contour Model for Image Segmentation Based on EMD
基于EMD的快速活动轮廓图像分割算法

Keywords: Earth,Mover's,Distance,(EMD)
图像分割
,活动轮廓,相似性测度,Earth,Mover’s,Distance,(EMD),过分割

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Abstract:

Classical region-based geometric active contours (e.g. C-V model) only take intensity homogeneity as the similarity measure for regions, and can not obtain satisfactory segmentation results of complicated images. Thus, a fast active contour model based on Earth Mover's Distance (EMD) is proposed and well adapted to segment images. First, a similarity measure based on EMD is proposed and employed to the segmentation model. Then, a novel regularization and curve evolution method using oversegmentation is enfo...

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