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System and method for vascular segmentation by Monte-Carlo sampling
System and method for vascular segmentation by Monte-Carlo sampling
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机译:通过蒙特卡洛采样进行血管分割的系统和方法
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摘要
A method of segmenting tubular structures in digital images includes selecting a point in an image of a tubular object to be segmented, defining an initial state of the selected point, initializing measurement weights, a conditional probability distribution and a prior probability distribution of a feature space of the initial state, sampling the feature space from the prior probability distribution, estimating a posterior probability distribution by summing sample measurements weighted by the measurement weights, and segmenting a cross section of the tubular object from the posterior probability distribution.
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