Detail publikace

Modified Method for Optimization of Image Registration

BOLEČEK, L. ŘÍČNÝ, V. SLANINA, M.

Originální název

Modified Method for Optimization of Image Registration

Český název

Modified Method for Optimization of Image Registration

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

cs

Originální abstrakt

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.

Český abstrakt

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.

Klíčová slova

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

Rok RIV

2011

Vydáno

18.08.2011

Místo

Budapest

ISBN

978-1-4577-1411-5

Kniha

TSP 2011

Edice

první

Číslo edice

1

Strany od

530

Strany do

533

Strany počet

4

Dokumenty

BibTex


@inproceedings{BUT73066,
  author="Libor {Boleček} and Václav {Říčný} and Martin {Slanina}",
  title="Modified Method for Optimization of Image Registration",
  annote="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.",
  booktitle="TSP 2011",
  chapter="73066",
  edition="první",
  howpublished="electronic, physical medium",
  year="2011",
  month="august",
  pages="530--533",
  type="conference paper"
}