Multiscale Centerline Detection

A Sironi,Engin Turetken,Vincent Lepetit,Pascal Fua

IEEE Transactions on Pattern Analysis and Machine Intelligence（2016）

引用 135|浏览30

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摘要

Finding the centerline and estimating the radius of linear structures is a critical first step in many applications, ranging from road delineation in 2D aerial images to modeling blood vessels, lung bronchi, and dendritic arbors in 3D biomedical image stacks. Existing techniques rely either on filters designed to respond to ideal cylindrical structures or on classification techniques. The former t...

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关键词

Feature extraction,Training,Context,Biomedical imaging,Accuracy,Image segmentation,Transforms

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