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OALib Journal期刊
ISSN: 2333-9721
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Medical image segmentation based on Mathematical Morphology
基于数学形态学的医学图像分割

Keywords: mathematical morphology,watershed algorithm: multi-scale morphological filter with auto-adapted determinations weights,floating-point active image
数学形态学
,分水岭算法,自适应加权的多尺度形态滤波,浮点活动图像

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Abstract:

In this paper, the watershed algorithm to segment medical images was introduced. The two improved methods considering the over-segmentation phenomena of watershed algorithm were presented. First, get the original image through multi-scale morphological filter with auto-adapted determinations weights, and then, introduced a floating-point active image as the input of watershed algorithm. Experiments show that the algorithm is very simple, and can restrain the over-segmentation phenomena effectively, so can obtain good results.

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