by Csaba Domokos, Zoltan Kato
Abstract:
The problem of simultaneously estimating affine deformations between multiple objects occur in many applications. Herein, a direct method is proposed which provides the result as a solution of a linear system of equations without establishing correspondences between the objects. The key idea is to construct enough linearly independent equations using covariant functions, and then finding the solution simultaneously for all affine transformations. Quantitative evaluation confirms the performance of the method.
Reference:
Csaba Domokos, Zoltan Kato, Simultaneous Affine Registration of Multiple Shapes, In Proceedings of International Conference on Pattern Recognition, Tsukuba Science City, Japan, pp. 9-12, 2012, IEEE.
Bibtex Entry:
@string{icpr="Proceedings of International Conference on Pattern Recognition"}
@INPROCEEDINGS{Domokos-Kato2012a,
author = {Domokos, Csaba and Kato, Zoltan},
title = {Simultaneous Affine Registration of Multiple Shapes},
booktitle = icpr,
year = {2012},
pages = {9--12},
address = {Tsukuba Science City, Japan},
month = nov,
organization = {IAPR},
publisher = {IEEE},
abstract = {The problem of simultaneously estimating affine deformations between
multiple objects occur in many applications. Herein, a direct method
is proposed which provides the result as a solution of a linear system
of equations without establishing correspondences between the objects.
The key idea is to construct enough linearly independent equations
using covariant functions, and then finding the solution simultaneously
for all affine transformations. Quantitative evaluation confirms
the performance of the method.}
}