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Author: Porawat Visutsak

Affiliation: Faculty of Applied Science and King Mongkut’s University of Technology North Bangkok (KMUTNB), Thailand

ISBN: 978-989-758-157-1

Keyword(s): Autism, Image Registration, Medical Imaging.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Biomedical Signal Processing ; Computational Intelligence ; Computer-Supported Education ; Domain Applications and Case Studies ; Fuzzy Image, Speech and Signal Processing, Vision and Multimedia ; Fuzzy Systems ; Health Engineering and Technology Applications ; Human-Computer Interaction ; Industrial, Financial and Medical Applications ; Methodologies and Methods ; Neural Networks ; Neurocomputing ; Neurotechnology, Electronics and Informatics ; Pattern Recognition ; Physiological Computing Systems ; Sensor Networks ; Signal Processing ; Soft Computing ; Theory and Methods

Abstract: This paper presents a new method for the study of autistic brain image called “Template-based affine registration”, based on the transformation of the grid-line from a source image to a target image. By using the locations of grid of both source and target images as the control structure, together with a smart transition of grid computed by bilinear and affine transformations. Besides, the new locations of grid of a target image corresponding to a source image are the best-move of all feature points translated from a source to a target. The template named after the point set extracted from source image, the simple idea is to use the affine transformation for mapping the target point set to the template. The transformation process is used effectively by using the incorporating transition of grid to maintain geometric alignment throughout the process; the proposed method achieves a smooth transformation for image registration.

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Paper citation in several formats:
Visutsak, P. (2015). Template-based Affine Registration of Autistic Brain Images.In Proceedings of the 7th International Joint Conference on Computational Intelligence - Volume 2: FCTA, (ECTA 2015) ISBN 978-989-758-157-1, pages 188-192. DOI: 10.5220/0005637001880192

@conference{fcta15,
author={Porawat Visutsak.},
title={Template-based Affine Registration of Autistic Brain Images},
booktitle={Proceedings of the 7th International Joint Conference on Computational Intelligence - Volume 2: FCTA, (ECTA 2015)},
year={2015},
pages={188-192},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005637001880192},
isbn={978-989-758-157-1},
}

TY - CONF

JO - Proceedings of the 7th International Joint Conference on Computational Intelligence - Volume 2: FCTA, (ECTA 2015)
TI - Template-based Affine Registration of Autistic Brain Images
SN - 978-989-758-157-1
AU - Visutsak, P.
PY - 2015
SP - 188
EP - 192
DO - 10.5220/0005637001880192

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