Solving Image Registration Problems Using Interior Point Methods

Taylor, Camillo J.; Bhusnurmath, Arvind

doi:10.1007/978-3-540-88693-8_47

Solving Image Registration Problems Using Interior Point Methods

Camillo J. Taylor, Arvind Bhusnurmath

ECCV 2008 pp. 638-651

doi:10.1007/978-3-540-88693-8_47 /eccv/2008/taylor2008eccv-solving/

Abstract

This paper describes a novel approach to recovering a parametric deformation that optimally registers one image to another. The method proceeds by constructing a global convex approximation to the match function which can be optimized using interior point methods. The paper also describes how one can exploit the structure of the resulting optimization problem to develop efficient and effective matching algorithms. Results obtained by applying the proposed scheme to a variety of images are presented.

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Text

Taylor and Bhusnurmath. "Solving Image Registration Problems Using Interior Point Methods." European Conference on Computer Vision, 2008. doi:10.1007/978-3-540-88693-8_47

Markdown

[Taylor and Bhusnurmath. "Solving Image Registration Problems Using Interior Point Methods." European Conference on Computer Vision, 2008.](https://mlanthology.org/eccv/2008/taylor2008eccv-solving/) doi:10.1007/978-3-540-88693-8_47

BibTeX

@inproceedings{taylor2008eccv-solving,
  title     = {{Solving Image Registration Problems Using Interior Point Methods}},
  author    = {Taylor, Camillo J. and Bhusnurmath, Arvind},
  booktitle = {European Conference on Computer Vision},
  year      = {2008},
  pages     = {638-651},
  doi       = {10.1007/978-3-540-88693-8_47},
  url       = {https://mlanthology.org/eccv/2008/taylor2008eccv-solving/}
}