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The Fast Medical Image Segmentation of Target Region Based on Improved FM Algorithm

Authors :
Dai Junfeng
Yan Yunyang
Source :
Procedia Engineering. 29:48-52
Publication Year :
2012
Publisher :
Elsevier BV, 2012.

Abstract

This paper studies several kinds of image segmentation algorithm,and region-growing algorithm and fast level set matching algorithm FM are programmed by VC and verified,thereinto,the speed of segmentation of region-growing algorithm is fast.It is primarily affected by the identity of gray level of object region, for the inconsistent object region, excessive segmentation and missing segmentation will happen.The fast matching method can easily handle the geometric objects which topological structure is complex or changing, but the evolving curve also easily leak from the boundary, if there are holes in an object which has been segmented, it will not quite separate the interior outline of the object,so,aiming at the characteristics of medical image,an improved fast matching algorithm is presented in this paper, it can effectively enhance the image segmentation effect and prevent the loss of details of lines, and the internal change of topological structures of the objects can also be segmented better by it.

Details

ISSN :
18777058
Volume :
29
Database :
OpenAIRE
Journal :
Procedia Engineering
Accession number :
edsair.doi.dedup.....4e0e31bae340a2bb363f0e6ead2030be
Full Text :
https://doi.org/10.1016/j.proeng.2011.12.666