南京理工大学学报（自然科学版）2016，Vol.40Issue(3)：285-289,5.DOI:10.14177/j.cnki.32-1397n.2016.40.03.006
基于迭代腐蚀的粘连细胞图像分割研究
Segmentation of adherent clel image based on iterative erosion
摘要
Abstract
To segment microscopic adherent cell images ,a new iterative erosion method is presented based on mathematical morphology operation .Iterative corrosion is performed on a binary cell image to generate a cell seed point image .Cell segmentation boundaries are extracted by watershed segmentation ,and a final segmented image is obtained .Cell seed points are kept in every corrosion image to avoid deleting the cell seed points in error ,and reliable prior information is provided for the subsequent marked watershed segmentation .Experiments show that the algorithm can relieve the over-segmentation problem of the distance transform method and the under-segmentation problem of the limit corrosion method .关键词
迭代腐蚀/粘连细胞/图像分割/显微细胞图像/数学形态学运算/分水岭分割/细胞种子点/距离变换方法/极限腐蚀方法Key words
iterative erosion/adherent cells/image segmentation/microscopic cell images/mathematical morphology operation/watershed segmentation/cell seed points/distance transform method/limit corrosion method分类
信息技术与安全科学引用本文复制引用
王鑫,胡洋洋,杨慧中..基于迭代腐蚀的粘连细胞图像分割研究[J].南京理工大学学报（自然科学版）,2016,40(3):285-289,5.基金项目
国家自然科学基金（61304264）；江苏省自然科学基金 （）
