Multi-focal tensors as invariant differential forms
Abstract
For each relative -invariant tensor we construct a -invariant weighted differential form on . Then is expressed explicitly with respect to -tuples of frames for tangent spaces at points of to obtain elements of a different tensor space. For certain invariants , the resulting elements are shown to be the multi-focal tensors appearing in the machine vision literature (Demazure 1988, Longuet-Higgins 1981, Luong 1992, Faugeras 1993, Faugeras and Luong 2001, Hartley and Zisserman 2003). This generalizes the 3 multi-focal varieties known in dimension to an infinite collection of special tensor subvarieties. We use this framework to exhibit a new system of degree 4 polynomial equations, reminiscent of the braid relation, satisfied by the Euclidean trifocal variety.
Cite
@article{arxiv.1610.04294,
title = {Multi-focal tensors as invariant differential forms},
author = {James Mathews},
journal= {arXiv preprint arXiv:1610.04294},
year = {2016}
}
Comments
41 pages, 1 figure