On the Application of the Monge-Kantorovich Problem to Image Registration

Museyko O, Stiglmayr M, Klamroth K, Leugering G (2009)

Publication Language: English

Publication Status: Published

Publication Type: Journal article, Original article

Publication year: 2009

Journal

Siam Journal on Imaging Sciences Society for Industrial and Applied Mathematics

Publisher: Society for Industrial and Applied Mathematics

Book Volume: 2

Pages Range: 1068-1097

Journal Issue: 4

URI: http://epubs.siam.org/doi/abs/10.1137/080721522?journalCode=sjisbi

DOI: 10.1137/080721522

Abstract

A problem of image registration is considered in the context of optimal mass transportation. The properties and limitations of an optimal image transportation are analyzed. A modified formulation of this approach is proposed in order to overcome the morphing effect. Finally, a fast and simple scale-space approach for the new formulation is introduced, and numerical examples are presented.

Authors with CRIS profile

Oleg Museyko Lehrstuhl für Medizinische Physik und Mikrogewebetechnik Günter Leugering Lehrstuhl für Angewandte Mathematik

Involved external institutions

Bergische Universität Wuppertal DE Germany (DE)

How to cite

APA:

Museyko, O., Stiglmayr, M., Klamroth, K., & Leugering, G. (2009). On the Application of the Monge-Kantorovich Problem to Image Registration. Siam Journal on Imaging Sciences, 2(4), 1068-1097. https://doi.org/10.1137/080721522

MLA:

Museyko, Oleg, et al. "On the Application of the Monge-Kantorovich Problem to Image Registration." Siam Journal on Imaging Sciences 2.4 (2009): 1068-1097.

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