CT冠脉造影中冠状动脉中心线的提取

计算机科学与探索 ›› 2011, Vol. 5 ›› Issue (11): 999-1005.

CT冠脉造影中冠状动脉中心线的提取

易建华, 何晖光, 赵明昌

1. 中国科学院自动化研究所复杂系统管理与控制国家重点实验室, 北京 100190
2. 复旦大学电子工程系, 上海 200433

收稿日期:1900-01-01 修回日期:1900-01-01 出版日期:2011-11-01 发布日期:2011-11-01

Coronary Artery Centerline Extraction in Coronary CTA

YI Jianhua, HE Huiguang, ZHAO Mingchang

1. State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Acad-emy of Sciences, Beijing 100190, China
2. Electronic Engineering Department, Fudan University, Shanghai 200433, China

Received:1900-01-01 Revised:1900-01-01 Online:2011-11-01 Published:2011-11-01

摘要/Abstract

摘要：

提出了一种冠状动脉中心线的提取方法, 该方法以Fast Marching(快速行进)算法为基础, 首先对图像进行下采样, 接着使用血管增强滤波器对图像进行滤波, 然后利用Fast Marching算法提取下采样图像中初始点之间的最短路径, 并使用最短路径在原始图像上计算冠状动脉中心线。在公共数据集上的验证实验表明, 该方法具有较好的鲁棒性和准确性。

关键词: 冠状动脉, 中心线提取, CT冠脉造影

Abstract: This paper proposes a method based on Fast Marching to extract coronary artery centerline. In the method, firstly, the original image is down-sampled; secondly, the vessel enhancing diffusion filter is used to reduce noise and increase the vessel structure; thirdly, Fast Marching algorithm is used to extract the minimal path of the initial points in down-sampled image; finally, the centerline in the original image is calculated by using minimal path. The paper uses the common data set to evaluate the method.

Key words: coronary artery, centerline extraction, coronary CTA

易建华, 何晖光, 赵明昌.

CT冠脉造影中冠状动脉中心线的提取

[J]. 计算机科学与探索, 2011, 5(11): 999-1005.

YI Jianhua, HE Huiguang, ZHAO Mingchang. Coronary Artery Centerline Extraction in Coronary CTA[J]. Journal of Frontiers of Computer Science and Technology, 2011, 5(11): 999-1005.