Title :
A Novel Implementation of Watershed Transform Using Multi-Degree Immersion Simulation
Author :
Peng, Shengcai ; Gu, Lixu
Author_Institution :
Dept. of Comput. Sci., Shanghai Jiao Tong Univ.
Abstract :
A novel implementation of watershed transform using a multi-degree immersion simulation is presented in this paper. The method is based on the improvement of traditional watershed by simulating immersion, which is originally proposed by Vincent & Soille in 1991. By changing the simulation procedure to multi-degree, which means the flood step is different on each degree of intensity, the proposed implementation resists the over segmentation problem effectively. After conducting a comparison of both the computing time and memory cost between the proposed method and a topographical distance based implementation, we draw the conclusion that the presented implementation achieves more accurate result with lower cost
Keywords :
biomedical MRI; computerised tomography; image segmentation; medical image processing; CT images; MRI images; computing time; image segmentation; memory cost; multidegree immersion simulation; watershed transform; Biomedical engineering; Biomedical imaging; Computational modeling; Computer science; Data structures; Floods; Geophysics computing; Medical simulation; Skeleton; Sorting; multidegree; segmentation; simulating immersion; watershed transform;
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
DOI :
10.1109/IEMBS.2005.1616785