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Weighted Intensity Hue Saturation Transform for Image Enhancement and Pansharpening

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Date

2018

Journal Title

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Volume Title

Publisher

TÜBİTAK Scientific & Technological Research Council Turkey

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Abstract

In this paper, a weighted intensity hue saturation transform (WINS) is proposed for image enhancement and pansharpening. The proposed transform obtains the intensity component of the classical intensity hue saturation (IHS) transform, by weighting the bands (red, green, and blue) of the image, whereas the hue and saturation components remain unchanged. The weight for each band is determined according to the brightness interval of the corresponding band and its standard deviation. The purpose of obtaining the intensity component by weighting is to keep more information from the bands of the input image. The classical intensity component used in image processing algorithms is replaced with the proposed weighted intensity component. The visual and quantitative comparisons show that the proposed transform is superior to the classical IHS transform.

Description

Kaplan, Nur Hüseyin/0000-0002-4740-3259

Keywords

Image Enhancement, Pansharpening, Intensity Hue Saturation Transform

Fields of Science

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Source

Turkish Journal of Electrical Engineering and Computer Sciences

Volume

26

Issue

1

Start Page

204

End Page

219
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