A segmentation method of coronary angiograms based on multi-scale filtering and region-growing
Shan Wang; Bonian Li; Shoujun Zhou
2012
会议名称Biomedical Engineering and Biotechnology (iCBEB), 2012 International Conference on
会议地点中国
英文摘要In this paper, we propose a simple and powerful method for segmentation of the coronary artery in angiograms, which combines Hessian matrix multi-scale filtering and region-growing. In this method, Hessian matrix multi-scale filtering is used to enhance vessel in angiographic images. The multi-seed region-growing algorithm is used to extract the coronary artery tree from the enhanced images. As considering the characteristics of the X-ray angiographic images and the advantages from both, the proposed method is sensitive to the vessel-like structures and robust to noise in the angiograms. Using this method, both the coronary artery trees and most of smaller distal vessels could be extracted clearly. The results show that the proposed method is suitable for the segmentation of coronary angiograms, and is available for further accurate quantitative analysis to coronary angiograms
收录类别EI
语种英语
内容类型会议论文
源URL[http://ir.siat.ac.cn:8080/handle/172644/3832]  
专题深圳先进技术研究院_集成所
作者单位2012
推荐引用方式
GB/T 7714
Shan Wang,Bonian Li,Shoujun Zhou. A segmentation method of coronary angiograms based on multi-scale filtering and region-growing[C]. 见:Biomedical Engineering and Biotechnology (iCBEB), 2012 International Conference on. 中国.
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