收稿日期: 2013-10-30
网络出版日期: 2014-02-19
基金资助
广东省科技厅国际合作项目(2012B050600011);广东高校国际科技合作项目(粤教科函[ 2010] 119);高等学校博士学科点专项科研基金新教师课题(20120172120032);广州市科信局国际合作项目(2012J5100001)
Cell Segmentation in the Process of Cell Microinjection Based on Variation Level Set
Received date: 2013-10-30
Online published: 2014-02-19
Supported by
广东省科技厅国际合作项目(2012B050600011);广东高校国际科技合作项目(粤教科函[ 2010] 119);高等学校博士学科点专项科研基金新教师课题(20120172120032);广州市科信局国际合作项目(2012J5100001)
秦传波 杜启亮 田联房 张勤 . 基于变分水平集的显微注射过程细胞分割[J]. 华南理工大学学报(自然科学版), 2014 , 42(3) : 15 -20,34 . DOI: 10.3969/j.issn.1000-565X.2014.03.003
So far as the cytoplasm segmentation in the process of cell microinjection is concerned,the traditionallevel set models can not directly segment cytoplasm from multiple adhered targets.Additionally,they are slow insegmentation.In order to solve these problems,a new cell segmentation method based on variation level set is pro-posed.In this method,the joint contour of cell and injection pipette is acquired according to the difference inshape.Then,by combining the variation level set theory,an extra edge constraint is added to improve the energyfunctional model.A complete cell segmentation is thus achieved and the convergence speed of the variation level setis significantly improved.Experimental results indicate that the proposed method helps to perform the independentcytoplasm segmentation rapidly and at the same time avoid wrong segmentation of other targets.
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