Identifying Skeleton Curves in Noisy Data

Hanna Jankowski, Larissa I Stanberry · Communications in Statistics - Simulation and Computation · 2012

This article presents a Bayesian method to reconstruct the centerline in noisy data using B-spline curves. The method is illustrated on simulated two- and three-dimensional data and is applied to recover the centerline of the colon in single photon emission computed tomography images.

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