Publication detail

Modified Method for Optimization of Image Registration

BOLEČEK, L. ŘÍČNÝ, V. SLANINA, M.

Original Title

Modified Method for Optimization of Image Registration

English Title

Modified Method for Optimization of Image Registration

Type

conference paper

Language

Czech

Original Abstract

The paper deals with the topic of image registration. Image registration is important operation in image processing. Registration accuracy has essential importance for the quality of further processing of images in e.g. 3D processing. This paper provides one new cost function. Experimental results performed in this work show that this newly proposed function has the advantage of low complexity in comparison with the present-day methods. The function has good reliability and fast convergence. The paper presents a specific modification of particle swarm optimization for the evaluation of the results as well. The paper provides a novel approach using pseudo-color representation of image. Pseudo-color representation offers high contrast in images.

English abstract

The paper deals with the topic of image registration. Image registration is important operation in image processing. Registration accuracy has essential importance for the quality of further processing of images in e.g. 3D processing. This paper provides one new cost function. Experimental results performed in this work show that this newly proposed function has the advantage of low complexity in comparison with the present-day methods. The function has good reliability and fast convergence. The paper presents a specific modification of particle swarm optimization for the evaluation of the results as well. The paper provides a novel approach using pseudo-color representation of image. Pseudo-color representation offers high contrast in images.

Keywords

image registration, particle swarm optimization, mutually information, normalized correlation coefficient, ratio-image uniformity, pseudo-color

Key words in English

image registration, particle swarm optimization, mutually information, normalized correlation coefficient, ratio-image uniformity, pseudo-color

Authors

BOLEČEK, L.; ŘÍČNÝ, V.; SLANINA, M.

RIV year

2011

Released

18. 8. 2011

Location

Budapest

ISBN

978-1-4577-1411-5

Book

TSP 2011

Edition

první

Edition number

1

Pages from

530

Pages to

533

Pages count

4

BibTex

@inproceedings{BUT73066,
  author="Libor {Boleček} and Václav {Říčný} and Martin {Slanina}",
  title="Modified Method for Optimization of Image Registration",
  booktitle="TSP 2011",
  year="2011",
  series="první",
  number="1",
  pages="530--533",
  address="Budapest",
  isbn="978-1-4577-1411-5"
}