Manifold embedding for curve registration
Methodology
2011-05-30 v1
Abstract
We focus on the problem of finding a good representative of a sample of random curves warped from a common pattern f. We first prove that such a problem can be moved onto a manifold framework. Then, we propose an estimation of the common pattern f based on an approximated geodesic distance on a suitable manifold. We then compare the proposed method to more classical methods.
Keywords
Cite
@article{arxiv.1105.5565,
title = {Manifold embedding for curve registration},
author = {Chloé Dimeglio and Jean-Michel Loubes and Elie Maza},
journal= {arXiv preprint arXiv:1105.5565},
year = {2011}
}