马博渊等：图像分割评估方法在显微图像分析中的应用 …149 segmentation by 2D propagation:a graph-cut approach considering algorithm.App/Stat,1979,28(1):100 homomorphism.IEEE Trans Image Process,2013,22(12):5282 [37]Grady L.Random walks for image segmentation.IEEE Trans [34]Canny J.A computational approach to edge detection.IEEE Trans Pattern Anal Mach Intell,2006,28(11):1768 Pattern Anal Mach Intell,1986,8(6):679 [38]Xue W H.Three-Dimensional Modeling and Quantitative [35]Vincent L,Soille P.Watersheds in digital spaces:an efficient Characterization of Grain Structure[Dissertation].Beijing: algorithm based on immersion simulations.IEEE Trans Pattern University of Science Technology Beijing,2017 Anal Mach Intell,1991.13(6):583 (薛维华.品粒组织的三维模型构建与定量表征研究学位论文] [36]Hartigan J,Wong M.Algorithm AS 136:A K-means clustering 北京：北京科技大学，2017)segmentation by 2D propagation: a graph-cut approach considering homomorphism. IEEE Trans Image Process, 2013, 22（12）: 5282 Canny J. A computational approach to edge detection. IEEE Trans Pattern Anal Mach Intell, 1986, 8（6）: 679 [34] Vincent  L,  Soille  P.  Watersheds  in  digital  spaces:  an  efficient algorithm  based  on  immersion  simulations. IEEE Trans Pattern Anal Mach Intell, 1991, 13（6）: 583 [35] [36] Hartigan  J,  Wong  M.  Algorithm  AS  136:  A  K−means  clustering algorithm. Appl Stat, 1979, 28（1）: 100 Grady  L.  Random  walks  for  image  segmentation. IEEE Trans Pattern Anal Mach Intell, 2006, 28（11）: 1768 [37] Xue  W  H. Three−Dimensional Modeling and Quantitative Characterization of Grain Structure[Dissertation].  Beijing: University of Science & Technology Beijing, 2017 （薛维华. 晶粒组织的三维模型构建与定量表征研究[学位论文]. 北京: 北京科技大学, 2017） [38] 马博渊等： 图像分割评估方法在显微图像分析中的应用 · 149 ·