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Feature Point Selection using Structural Graph Matching for MLS based Image Registration

by Hema P Menon, K A Narayanankutty, Indulekha T S
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 100 - Number 4
Year of Publication: 2014
Authors: Hema P Menon, K A Narayanankutty, Indulekha T S
10.5120/17513-8067

Hema P Menon, K A Narayanankutty, Indulekha T S . Feature Point Selection using Structural Graph Matching for MLS based Image Registration. International Journal of Computer Applications. 100, 4 ( August 2014), 18-23. DOI=10.5120/17513-8067

@article{ 10.5120/17513-8067,
author = { Hema P Menon, K A Narayanankutty, Indulekha T S },
title = { Feature Point Selection using Structural Graph Matching for MLS based Image Registration },
journal = { International Journal of Computer Applications },
issue_date = { August 2014 },
volume = { 100 },
number = { 4 },
month = { August },
year = { 2014 },
issn = { 0975-8887 },
pages = { 18-23 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume100/number4/17513-8067/ },
doi = { 10.5120/17513-8067 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:29:05.599292+05:30
%A Hema P Menon
%A K A Narayanankutty
%A Indulekha T S
%T Feature Point Selection using Structural Graph Matching for MLS based Image Registration
%J International Journal of Computer Applications
%@ 0975-8887
%V 100
%N 4
%P 18-23
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Image registration is a method of determining a mapping or a transformation that relates positions in one image, to the corresponding positions in the other images under considerations. The process of registration depends on the homologous control points that are selected from the source and the target images. This paper focuses on the use of the structural information of an image, for selecting control points, as it remains the same even when it undergoes most of the transformation and illumination changes. The points thus obtained are then given to the Moving Least Squares (MLS) based registration technique reported earlier by the authors [11].

References
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Index Terms

Computer Science
Information Sciences

Keywords

Image Registration Moving Least Squares Graph Marching Delaunay Triangulation Hungarian Method