Computing the central path of colon lumen in Helical CT images

被引:8
作者
Ge, Y [1 ]
Stelts, DR [1 ]
Zha, X [1 ]
Wang, J [1 ]
Vining, DJ [1 ]
机构
[1] Wake Forest Univ, Winston Salem, NC 27109 USA
来源
MEDICAL IMAGING 1998: IMAGE PROCESSING, PTS 1 AND 2 | 1998年 / 3338卷
关键词
virtual endoscopy; 3D skeleton; graph search; navigational aid;
D O I
10.1117/12.310950
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
We present an efficient algorithm for calculating the central path of a computer-generated colon model created from helical computed tomography (CT) image data. The central path is an essential aid for navigating through complex anatomy such as the colon. Our algorithm involves three steps. In the first step, we generate a three dimensional (3D) skeleton of the binary colon volume using a fast topological thinning algorithm. In the second step, we employ a graph search algorithm to remove extra loops and branches. These loops and branches are caused by holes in the object which are artifacts produced during image segmentation. In the final step, we compute a smooth representation of the central path by approximating the skeleton with cubic B-splines. This final step is necessary because the skeleton contains many abrupt changes in direction due to the discrete nature of image data. The user supplies two endpoints for the central path; otherwise, the algorithm is fully automated. Experimental results demonstrate that the algorithm is not only efficient but also robust. Use of this method in virtual endoscopy systems should have widespread clinical implications.
引用
收藏
页码:702 / 713
页数:12
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