Shang Yanfeng, Wang Hui, Wang Ning, Chen Jie, Yao Liping, Sun Kun. Three dimensional vessel extraction model based on tubular characters and active contour model[J]. Journal of Image and Graphics, 2013, 18(3): 290-298. DOI: 10.11834/jig.20130307.
we propose a nevo model for three dimensional vessel extraction. The model makes full use of tubular properties
which includes prior intensity of vessels
second tensor of tubular structures
and geometric curvatures. All this information makes the energy terms of the active contour model and thus leads to three forces of the iterative equation: the region competition force using prior intensity
the tubular vector field force and the dual curvature force. The first force help extracting big vessels accurately and robustly
the second force makes it possible to extract thin and weak vessels
and the last one is able to remove noise without changing the tubular geometry. As shown in the experiments extracting liver vessels
coronary
and lung vessels
the proposed model is able to extract the whole vessel trees automatically