Design of a geometric vascular model.

Non-parametric Bayesian model, learned by kernel density estimation from manually segmented datasets.

Design of a new sampling scheme, Adaptive Auxiliary Particle Filtering (AAPF).

Mean-Shift clustering for bifurcation detection and coronary tree extraction, and high computational efficiency.

Experiments demonstrate the robustness of the proposed approach for complete vessel tree segmentation.