DocumentCode
54234
Title
Luma-Chroma Space Filter Design for Subpixel-Based Monochrome Image Downsampling
Author
Lu Fang ; Au, Oscar C. ; Ngai-Man Cheung ; Katsaggelos, Aggelos K. ; Houqiang Li ; Feng Zou
Author_Institution
Dept. of Electron. Eng. & Inf. Sci., Univ. of Sci. & Technol. of China, Hefei, China
Volume
22
Issue
10
fYear
2013
fDate
Oct. 2013
Firstpage
3818
Lastpage
3829
Abstract
In general, subpixel-based downsampling can achieve higher apparent resolution of the down-sampled images on LCD or OLED displays than pixel-based downsampling. With the frequency domain analysis of subpixel-based downsampling, we discover special characteristics of the luma-chroma color transform choice for monochrome images. With these, we model the anti-aliasing filter design for subpixel-based monochrome image downsampling as a human visual system-based optimization problem with a two-term cost function and obtain a closed-form solution. One cost term measures the luminance distortion and the other term measures the chrominance aliasing in our chosen luma-chroma space. Simulation results suggest that the proposed method can achieve sharper down-sampled gray/font images compared with conventional pixel and subpixel-based methods, without noticeable color fringing artifacts.
Keywords
filtering theory; frequency-domain analysis; image colour analysis; image sampling; liquid crystal displays; optimisation; organic light emitting diodes; LCD displays; OLED displays; antialiasing filter design; down-sampled gray-font images; down-sampled images; frequency domain analysis; human visual system-based optimization problem; luma-chroma color transform choice; luma-chroma space filter design; subpixel-based downsampling; subpixel-based monochrome image downsampling; two-term cost function; Subpixel rendering; down-sampling; human visual system; improve resolution;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2013.2262288
Filename
6514934
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