计算机技术与发展Issue(3):19-22,4.DOI:10.3969/j.issn.1673-629X.2013.03.005
基于改进分水岭算法的粘连颗粒图像分割
Image Segmentation of Adhering Particle Based on Improved Watershed Algorithm
摘要
Abstract
During the segmentation of adhering particle in the experiments,traditional watershed algorithm has over-segmentation prob-lem. To solve the problem,an effective and improved watershed algorithm was proposed. Firstly,it used morphological reconstruction fil-tering to smooth the image,and then it used Otsu to do the image threshold segmentation and calculated the binary image’s Euclidean dis-tance. Finally,the final segmentation image was obtained by means of the watershed image segmentation. The results in the experiments show that the algorithm gets satisfactory segmentation effect and it is successful to solve the interference problems of adhering disk.关键词
分水岭算法/图像分割/形态学重建/距离变换Key words
watershed algorithm/image segmentation/morphology reconstruction/distance transformation分类
信息技术与安全科学引用本文复制引用
戴丹..基于改进分水岭算法的粘连颗粒图像分割[J].计算机技术与发展,2013,(3):19-22,4.基金项目
贵州省自然科学基金(2011-2103) (2011-2103)
贵州大学自然科学青年基金(2009011) (2009011)
贵州大学青年基金(贵大自青合字2012014) (贵大自青合字2012014)