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Authors: Shu-Kai S. Fan 1 and Yu-Chiang Chuang 2

Affiliations: 1 National Taipei University of Technology, Taiwan ; 2 Yuan Ze University, Taiwan

ISBN: 978-989-8565-47-1

Keyword(s): Image Registration, Entropy, RGB Color Model.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Image and Video Analysis ; Image Registration

Abstract: In this paper, an entropy-based objective function is developed according to the histogram of the color intensity difference data. The proposed registration method is to orientate the sensed image toward the reference image by minimizing the entropy of the color intensity differences by iteratively updating the parameters of the similarity transformation. For performance evaluation, the proposed method is compared to two noted registration methods in terms of a suite of test images. The experimental study is conducted to verify the effectiveness of the proposed method. Through the experimental results, the proposed method is shown to be very effective in image registration and outperforms the other two methods in terms of the test image sets.

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Paper citation in several formats:
Fan, S. and Chuang, Y. (2013). An Entropy-based Method for Color Image Registration.In Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2013) ISBN 978-989-8565-47-1, pages 417-421. DOI: 10.5220/0004210504170421

@conference{visapp13,
author={Shu{-}Kai S. Fan. and Yu{-}Chiang Chuang.},
title={An Entropy-based Method for Color Image Registration},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2013)},
year={2013},
pages={417-421},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004210504170421},
isbn={978-989-8565-47-1},
}

TY - CONF

JO - Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2013)
TI - An Entropy-based Method for Color Image Registration
SN - 978-989-8565-47-1
AU - Fan, S.
AU - Chuang, Y.
PY - 2013
SP - 417
EP - 421
DO - 10.5220/0004210504170421

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