Title :
A fast accurate 3D surface reconstruction method of medical image based on modularization
Author :
Lee, Bin ; Tian, Lian-Fang ; Ping, Chen ; Mo, Hong-Qiang ; Mao, Zong-yuan
Author_Institution :
Dept. of Autom. Sci. & Eng., South China Univ. of Technol., Guangzhou, China
Abstract :
A 3D surface reconstruction method of medical images based on modularization is proposed in this paper. First, an appropriate segmentation method is applied to its slices using features of the original medical image, and the segmentation result is used as the input of "marching cubes" to generate accurate isosurfaces. Then, a voxel-tracing algorithm is developed based on the relativity of triangles of the isosurfaces. Finally, the vertexes are merged according to some constraints. Experimental results demonstrate that the method was efficient and effective.
Keywords :
image reconstruction; image segmentation; medical image processing; 3D surface reconstruction; image segmentation; marching cubes; medical image; vertex merging; voxel-tracing algorithm; Biomedical imaging; Educational institutions; Image reconstruction; Image segmentation; Isosurfaces; Medical diagnostic imaging; Reconstruction algorithms; Rendering (computer graphics); Surface morphology; Surface reconstruction; 3D reconstruction; Marching Cubes; segmentation; vertex merging; voxel tracing;
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
DOI :
10.1109/ICMLC.2005.1527813