光学精密工程2005，Vol.13Issue(5)：592-598,7.
An algorithm of image segmentation for overlapping grain image
An algorithm of image segmentation for overlapping grain image
WANG Zhi 1JIN Guang 2SUN Xiao-wei1
作者信息
- 1. Changchun Institute of Optics, Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun 130033, China
- 2. Graduate School of Chinese Academy of Sciences, Beijing 100039, China
- 折叠
摘要
Abstract
Aiming at measurement of granularity size of nonmetal grain, an algorithm of image segmentation and parameter calculation for microscopic overlapping grain image was studied. This algorithm presents some new attributes of graph sequence from discrete attribute of graph,and consequently achieves the geometrical characteristics from input graph, and the new graph sequence in favor of image segmentation is recombined. The conception that image edge denoted with "twin-point" is put forward, base on geometrical characters of point, image edge is transformed into serial edge, and on recombined serial image edge, based on direction vector definition of line and some additional restricted conditions, the segmentation twin-points are searched with, thus image segmentation is accomplished. Serial image edge is transformed into twin-point pattern, to realize calculation of area and granularity size of nonmetal grain. The inkling and uncertainty on selection of structure element which base on mathematical morphology are avoided in this algorithm, and image segmentation and parameter calculation are realized without changing grain's self statistical characters.关键词
image segmentation/twin-point/serial edgeKey words
image segmentation/twin-point/serial edge分类
数理科学引用本文复制引用
WANG Zhi,JIN Guang,SUN Xiao-wei..An algorithm of image segmentation for overlapping grain image[J].光学精密工程,2005,13(5):592-598,7.
