Gaussian Process Landmarking on Manifolds
نویسندگان
چکیده
منابع مشابه
Gaussian Process Landmarking on Manifolds
As a means of improving analysis of biological shapes, we propose a greedy algorithm for sampling a Riemannian manifold based on the uncertainty of a Gaussian process. This is known to produce a near optimal experimental design with the manifold as the domain, and appears to outperform the use of user-placed landmarks in representing geometry of biological objects. We provide an asymptotic anal...
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ژورنال
عنوان ژورنال: SIAM Journal on Mathematics of Data Science
سال: 2019
ISSN: 2577-0187
DOI: 10.1137/18m1184035