A Bayesian Formulation of Coherent Point Drift

Coherent point drift is a well-known algorithm for solving point set registration problems, i.e., finding corresponding points between shapes represented as point sets. Despite its advantages over other state-of-the-art algorithms, theoretical and practical issues remain. Among theoretical issues, (...

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Vydané v:	IEEE transactions on pattern analysis and machine intelligence Ročník 43; číslo 7; s. 2269 - 2286
Hlavný autor:	Hirose, Osamu
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States IEEE 01.07.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Algorithms Bayes methods Bayesian analysis Coherence coherent point drift Convergence Drift fast computation Inference algorithms Kernel Kernels Matrix converters motion coherence Non-rigid point set registration Parameters Rotation Shape Statistical inference Three-dimensional displays variational Bayesian inference
ISSN:	0162-8828, 1939-3539, 2160-9292, 1939-3539
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