个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:西安交通大学
学位:博士
所在单位:软件学院、国际信息与软件学院
学科:软件工程. 计算机软件与理论
联系方式:18910567100
电子邮箱:yuliu@dlut.edu.cn
A New Automatic Human Body Slice Segmentation Method Based on Closed -Form Solution Matting and Distance Transform
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论文类型:期刊论文
发表时间:2017-02-01
发表刊物:JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS
收录刊物:SCIE、Scopus
卷号:7
期号:1
页面范围:247-250
ISSN号:2156-7018
关键字:Visible Human; Matting; Closed-Form Solution; Distance Transform
摘要:In this paper, a new solution to hyper scale serialized visible human slices is proposed. A closed -form solution and distance transform strategy are synthetically utilized to solve the problem of low -quality image and non applicability in the ROI matting and seed point extraction procedure. Closed -form solution calculates a globally optimal result of foreground opacity. It bases on an assumption of a smooth relation between foreground and background colors. To meet the need of full automatic segmentation, a new seed point extraction method based on distance transform is proposed. The segmented image is transformed to be a distance matrix. Some stable points in this matrix are chosen as seed points. This solution is fine and smooth but with less user input. The sequential segmented ROI images are satisfactory and have many application prospects.