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ISSN: 2333-9721
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Application of clustering and improved C-V evolution equation in medical image segmentation
结合聚类和改进的C-V演化方程在医学图像分割中的应用

Keywords: active contour model,level set,image segmentation,k-means clustering
活动轮廓模型
,水平集,图像分割,k-means聚类

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Abstract:

A class of improved C-V evolution equation based on classical C-V model was proposed in this paper. It integrated with k-means clustering to segment pathological tissue of Brain CT and MRI, and satisfactory results were obtained. Specially, experimental result of a synthetic image shows that the proposed method is more accurate and robust than some traditional evolution equations.

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