Mads Nielsen

  1. The Differential of the Exponential Map, Jacobi Fields and Exact Principal Geodesic Analysis.

    Authors: Stefan Sommer, François Lauze, Mads Nielsen
    Subjects: Computer Vision and Pattern Recognition
    Abstract

    The importance of manifolds and Riemannian geometry in mathematics is
    spreading to applied fields in which the need to model non-linear structure has
    spurred wide-spread interest in geometry. The transfer of interest has created
    demand for methods for computing classical constructs of geometry on manifolds
    occurring in practical applications. This paper develops initial value problems
    for the computation of the differential of the exponential map and Jacobi
    fields on parametrically and implicitly represented manifolds.

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