CPC G06T 7/68 (2017.01) [G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30101 (2013.01); G06T 2207/30172 (2013.01)] | 20 Claims |
1. A method for generating a centerline of an object, comprising:
receiving an image containing the object, wherein the image is acquired by an imaging device;
detecting, by a processor, at least one bifurcation of the object using a trained bifurcation learning network based on the image;
detecting, by the processor, end points of the object; and
extracting, by the processor, the centerline of the object based on the end points of the object and a constraint condition that the centerline passes through the detected bifurcation.
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