25 search results - page 1 / 5 » Nonparametric Regression between General Riemannian Manifold... |
SIAMIS
2010
12 years 11 months ago
2010
We study nonparametric regression between Riemannian manifolds based on regularized empirical risk minimization. Regularization functionals for mappings between manifolds should re...
NIPS
2008
13 years 6 months ago
2008
This paper discusses non-parametric regression between Riemannian manifolds. This learning problem arises frequently in many application areas ranging from signal processing, comp...
ICCV
2011
IEEE
12 years 4 months ago
2011
IEEE
Background modelling on tensor field has recently been proposed for foreground detection tasks. Taking into account the Riemannian structure of the tensor manifold, recent resear...
JC
2010
13 years 3 months ago
2010
In this paper we de ne a new condition number adapted to directionally uniform perturbations in a general framework of maps between Riemannian manifolds. The de nitions and theorem...
WACV
2012
IEEE
12 years 13 days ago
2012
IEEE
A convenient way of analysing Riemannian manifolds is to embed them in Euclidean spaces, with the embedding typically obtained by flattening the manifold via tangent spaces. This...