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Image enhancement using fuzzy intensity measure and adaptive clipping histogram equalization
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Zhu, Xiangyuan, Xiao, Xiaoming, Tjahjadi, Tardi, Wu, Zhihu and Tany, Jin (2019) Image enhancement using fuzzy intensity measure and adaptive clipping histogram equalization. IAENG International Journal of Computer Science, 46 (3). pp. 395-408. 02. ISSN 1819-656X.
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Abstract
Image enhancement aims at processing an input
image so that the visual content of the output image is more
pleasing or more useful for certain applications. Although
histogram equalization is widely used in image enhancement due
to its simplicity and effectiveness, it changes the mean brightness
of the enhanced image and introduces a high level of noise and
distortion. To address these problems, this paper proposes
image enhancement using fuzzy intensity measure and adaptive
clipping histogram equalization (FIMHE). FIMHE uses fuzzy
intensity measure to first segment the histogram of the original
image, and then clip the histogram adaptively in order to
prevent excessive image enhancement. Experiments on the
Berkeley database and CVF-UGR-Image database show that
FIMHE outperforms state-of-the-art histogram equalization
based methods.
Item Type: | Journal Article | ||||||||||||
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Subjects: | Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software T Technology > T Technology (General) |
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Divisions: | Faculty of Science, Engineering and Medicine > Engineering > Engineering | ||||||||||||
Library of Congress Subject Headings (LCSH): | Image processing -- Digital techniques, Image processing -- Digital techniques -- Computer program, Optical pattern recognition, Pattern perception, Pattern recognition systems | ||||||||||||
Journal or Publication Title: | IAENG International Journal of Computer Science | ||||||||||||
Publisher: | International Association of Engineers | ||||||||||||
ISSN: | 1819-656X | ||||||||||||
Official Date: | 12 August 2019 | ||||||||||||
Dates: |
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Volume: | 46 | ||||||||||||
Number: | 3 | ||||||||||||
Page Range: | pp. 395-408 | ||||||||||||
Article Number: | 02 | ||||||||||||
Status: | Peer Reviewed | ||||||||||||
Publication Status: | Published | ||||||||||||
Access rights to Published version: | Restricted or Subscription Access | ||||||||||||
Date of first compliant deposit: | 6 March 2020 | ||||||||||||
Date of first compliant Open Access: | 11 March 2020 | ||||||||||||
RIOXX Funder/Project Grant: |
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