Abstract
Recently, with the increased demand for low-power displays regarding portable devices, the RGBG PenTile display is popularly utilized. However, unlike the traditional RGB-stripe display with its three color channels, each pixel of the RGBG PenTile display comprises only two color channels, thereby causing the color leakage image distortion. To cope with this problem, most of the conventional methods employ a preprocessing filter for subpixel rendering; however, these filters cannot remove the color leakage completely, and they also result in the blurring artifacts. In this paper, a novel approach to obtain the preprocessing filter is presented. We formulate a filter design method as a minimum mean square error problem and derive an optimal preprocessing filter that is based on the human visual system (HVS) as follows; first, two perceived images indicating how human recognizes the images on the RGB and RGBG displays are generated and then the difference between the two perceived images is minimized to derive the optimal filter. In addition, in order to prevent the blurring artifact, the proposed filter is applied to the previously detected color-leakage region only. Experimental results demonstrate that the proposed method outperforms the conventional methods in terms of both the subjective and objective image quality.
Original language | English |
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Article number | 8246797 |
Pages (from-to) | 401-409 |
Number of pages | 9 |
Journal | IEEE Transactions on Consumer Electronics |
Volume | 63 |
Issue number | 4 |
DOIs | |
Publication status | Published - 2017 Nov |
Bibliographical note
Funding Information:Manuscript received October 1, 2017; accepted November 15, 2017. Date of publication December 19, 2017. This work was supported by Institute for Information & communications Technology Promotion(IITP) grant funded by the Korea government(MSIT) (2017-0-00250, Intelligent Defense Boundary Surveillance Technology Using Collaborative Reinforced Learning of Embedded Edge Camera and Image Analysis). (Corresponding author: S.-J. Ko.) S.-H. Chae is with School of Electrical Engineering, Korea University, Anam-dong 5(o)-ga, Seongbuk-gu, Seoul, 136-713, Rep. of Korea (e-mail: [email protected]).
Publisher Copyright:
© 2017 IEEE.
Keywords
- RGBG PenTile display
- Subpixel rendering
- human visual system (HVS)
- optimal filter
ASJC Scopus subject areas
- Media Technology
- Electrical and Electronic Engineering