DocumentCode
24926
Title
Image Quality-Aware Backlight Dimming With Color and Detail Enhancement Techniques
Author
Sung In Cho ; Suk-Ju Kang ; Young Hwan Kim
Author_Institution
Dept. of Electron. & Electr. Eng., Pohang Univ. of Sci. & Technol. (POSTECH), Pohang, South Korea
Volume
9
Issue
2
fYear
2013
fDate
Feb. 2013
Firstpage
112
Lastpage
121
Abstract
In this paper, we propose an advanced backlight dimming technique that preserves the quality of color and details in images even when the backlight luminance of liquid crystal display (LCD) devices is lowered. The proposed backlight dimming technique consists of the following two steps: backlight luminance level selection and pixel compensation. In the first step, to reduce power consumption, the proposed approach selects an optimal level of backlight luminance for a given image based on image quality evaluation that considers the peak signal-to-noise ratio (PSNR) and color distortion level. In the second step, it adaptively adjusts the RGB ratio depending on image details, thereby enhancing image color and details, which are degraded by the lowered backlight luminance level calculated in the first step. The simulation results showed that the proposed method successfully selected the optimal backlight luminance level and prevented severe color distortion, while the benchmark method induced severe color distortion in some images. In addition, for the same backlight luminance level, pixel compensation in the proposed method reduced color difference for color distortion evaluation and the loss rate of edge strength, which showed detail loss by up to 3.58% and 40.55%, compared to benchmark methods, respectively.
Keywords
brightness; image colour analysis; image enhancement; liquid crystal displays; losses; LCD device; PSNR; RGB ratio adjustment; advanced backlight dimming technique; backlight luminance; benchmark method; color distortion level; color enhancement technique; detail enhancement technique; image quality evaluation; image quality-aware backlight dimming technique; liquid crystal display device; optimal backlight luminance level selection; peak signal-to-noise ratio; pixel compensation; power consumption; Dimming; Histograms; Image color analysis; Image quality; Laplace equations; Loss measurement; PSNR; Power demand; Backlight dimming; backlight scaling; color distortion; image detail loss;
fLanguage
English
Journal_Title
Display Technology, Journal of
Publisher
ieee
ISSN
1551-319X
Type
jour
DOI
10.1109/JDT.2012.2236299
Filename
6418053
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