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New Segmentation Algorithm of Brain MR Images Based on Histogram Fitting Gaussian Model

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成果类型:
会议论文
作者:
Han, Yu*;Guan, Maoying;Geng, Haibiao;Luo, Yatao;Guan, Yihong
通讯作者:
Han, Yu
作者机构:
[Guan, Yihong; Luo, Yatao; Geng, Haibiao; Han, Yu] Kunming Univ Sci & Technol, Fac Sci, Kunming, Yunnan, Peoples R China.
[Guan, Maoying] Hunan Univ Chinese Med, Changsha, Hunan, Peoples R China.
通讯机构:
[Han, Yu] K
Kunming Univ Sci & Technol, Fac Sci, Kunming, Yunnan, Peoples R China.
语种:
英文
期刊:
2014 INTERNATIONAL CONFERENCE ON BIOLOGICAL ENGINEERING AND BIOMEDICAL (BEAB 2014)
年:
2014
页码:
203-209
会议名称:
International Conference on Biological Engineering and Biomedical (BEAB)
会议时间:
JAN 10-12, 2014
会议地点:
Yichang, PEOPLES R CHINA
会议主办单位:
[Han, Yu;Geng, Haibiao;Luo, Yatao;Guan, Yihong] Kunming Univ Sci & Technol, Fac Sci, Kunming, Yunnan, Peoples R China.^[Guan, Maoying] Hunan Univ Chinese Med, Changsha, Hunan, Peoples R China.
会议赞助商:
Shanghai Jiaotong Univ, Nankai Univ
出版地:
439 DUKE STREET, LANCASTER, PA 17602-4967 USA
出版者:
DESTECH PUBLICATIONS, INC
ISBN:
978-1-60595-162-1
机构署名:
本校为其他机构
摘要:
After the study of brain MR images it is found that its gray distribution has a specific distribution pattern. The image's histogram is closely related to the distribution of brain tissue. The distribution pattern of the histogram can be abstracted into a series of curves. In this paper, an automatic segmentation method is proposed for magnetic resonance (MRI) brain images according to the abstract curves. In the end a more accurate segmentation method is obtained. The image segmentation method is divided into three steps as follows: First, the histogram of the image is calculated and also the...

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