Fuzzy-rule-embedded Reduction Image Construction Method for Image Enlargement with High Magnification

Hakaru Tamukoh, Noriaki Suetake, Hideaki Kawano, Ryosuke Kubota, Byungki Cha, Takashi Aso

2014

Abstract

This paper proposes a fuzzy-rule-embedded reduction image construction method for image enlargement. A fuzzy rule is generated by considering distribution of pixel value around a target pixel. The generated rule is embedded into the target pixel in a reduction image. The embedded fuzzy rule is used in a fuzzy inference to generate a highly magnified image from the reduction image. Experimental results, which scale factors are three and four, show that the proposed method realizes high-quality image enlargement in terms of both objective and subjective evaluations in comparison with conventional methods.

Paper Citation

in Harvard Style

Tamukoh H., Suetake N., Kawano H., Kubota R., Cha B. and Aso T. (2014). Fuzzy-rule-embedded Reduction Image Construction Method for Image Enlargement with High Magnification . In Proceedings of the 9th International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2014) ISBN 978-989-758-003-1, pages 228-233. DOI: 10.5220/0004851802280233

in Bibtex Style

@conference{visapp14,
author={Hakaru Tamukoh and Noriaki Suetake and Hideaki Kawano and Ryosuke Kubota and Byungki Cha and Takashi Aso},
title={Fuzzy-rule-embedded Reduction Image Construction Method for Image Enlargement with High Magnification},
booktitle={Proceedings of the 9th International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2014)},
year={2014},
pages={228-233},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004851802280233},
isbn={978-989-758-003-1},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 9th International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2014)
TI - Fuzzy-rule-embedded Reduction Image Construction Method for Image Enlargement with High Magnification
SN - 978-989-758-003-1
AU - Tamukoh H.
AU - Suetake N.
AU - Kawano H.
AU - Kubota R.
AU - Cha B.
AU - Aso T.
PY - 2014
SP - 228
EP - 233
DO - 10.5220/0004851802280233