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Reseach Article

Brain MR Image Registration

Published on August 2017 by Samiksha Joge, Yogita Dubey
International Conference on Quality Up-gradation in Engineering Science and Technology
Foundation of Computer Science USA
ICQUEST2016 - Number 2
August 2017
Authors: Samiksha Joge, Yogita Dubey
9e4bc368-069a-41d4-ba1d-eaf354716338

Samiksha Joge, Yogita Dubey . Brain MR Image Registration. International Conference on Quality Up-gradation in Engineering Science and Technology. ICQUEST2016, 2 (August 2017), 17-20.

@article{
author = { Samiksha Joge, Yogita Dubey },
title = { Brain MR Image Registration },
journal = { International Conference on Quality Up-gradation in Engineering Science and Technology },
issue_date = { August 2017 },
volume = { ICQUEST2016 },
number = { 2 },
month = { August },
year = { 2017 },
issn = 0975-8887,
pages = { 17-20 },
numpages = 4,
url = { /proceedings/icquest2016/number2/28135-1670/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 International Conference on Quality Up-gradation in Engineering Science and Technology
%A Samiksha Joge
%A Yogita Dubey
%T Brain MR Image Registration
%J International Conference on Quality Up-gradation in Engineering Science and Technology
%@ 0975-8887
%V ICQUEST2016
%N 2
%P 17-20
%D 2017
%I International Journal of Computer Applications
Abstract

During acquisition of brain Magnetic Resonance images (MRI), spatial distortion may occur due to hardware imperfection of the scanning device, movement of patients, etc. which makes image registration an important area of research in medical imaging. In this paper, one reference image is used to align another scanned MR image accordingly. Here the global affine transformation is used for performing spatial transformations and calculating mutual information as a similarity metric. Mutual information obtained by calculating the joint entropy of the two images using their joint histogram. Images are then iteratively aligned until maximum mutual information achieved.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Magnetic Resonance Imaging (mri) Affine Transformation Mutual Information Joint Entropy