BCPD is faster than coherent point drift (CPD) and is often more accurate. The following figure shows a comparison using Armadillo data included in demo data (vs Dr. Myronenko's implementation on Macbook Pro Early 2013): BCPD++ is much faster than BCPD but is slightly less accurate (Mac Mini 2018).
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[Paper] BCPD represents a probabilistic generalization of the Coherent Point Drift algorithm, designed to align geometric structures by treating data as sparse point clouds. It utilizes a motion coherence prior to facilitate smooth, non-rigid domain deformation.
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The Banilad Center for Professional Development (BCPD) is a technical-vocational school that offers programs in hotel and restaurant services for young women with meager financial means. The institution started in 1992 and received accreditation a year later.
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Datasets for Bayesian coherent point drift. Contribute to ohirose/bcpd-dataset development by creating an account on GitHub.