Title :
Coronary vessel extraction method using an improved minimum path based region growing
Author :
Qing Cao ; Yang Chen ; Guanyu Yang ; Toumoulin, Christine ; Huazhong Shu ; Limin Luo
Author_Institution :
Lab. of Image Sci. & Technol., Southeast Univ., Nanjing, China
Abstract :
We have proposed a minimum path based method to extract 3-D coronary vessels, named minimum path based region growing (MP-RG). The MP-RG approach is based on the high convexity of vascular profiles, and is rather inefficient in discriminating vessel structures and other high-contrast structures. In this paper, orientated profile symmetry information is combined with profile convexity information in building the potential function for minimum path propagation, and an improved MP-RG approach for vessel extraction is thus developed. Experiment results validate the improved performance of the improved MP-RG method.
Keywords :
angiocardiography; blood vessels; cardiovascular system; feature extraction; image reconstruction; medical image processing; 3D coronary vessel extraction; coronary vessel extraction method; discriminating vessel structures; high-contrast structures; improved minimum path based region growing; minimum path propagation; orientated profile symmetry information; vascular profiles; Biomedical imaging; Buildings; Cardiovascular diseases; Computational modeling; Data mining; Image segmentation; coronary; minimum path based region growing (MP-RG); vessel segmentation;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2013 6th International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4799-2760-9
DOI :
10.1109/BMEI.2013.6746920