ClearMap.ImageProcessing.Skeletonization#
This sub-package provides skeletonization routines for 3d image data of TB size. At time of implementation it is one of the fastest existing implementations and highly optimized for large data sets.
The algorithm is based on discrete topology and binary thinning and
described in more detail in
Skeletonization.
Sub-packages and modules#
This module implements the 3d parallel 12-subiteration thinning algorithm by Palagy & Kuba via parallel convolution of the data with a base template and lookup table matching.
Utils to post process skeletons.
Main routines for fast 3d skeletonization.