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Luma-Chroma Space Filter Design for Subpixel-Based Monochrome Image Downsampling
Journal article   Peer reviewed

Luma-Chroma Space Filter Design for Subpixel-Based Monochrome Image Downsampling

Lu Fang, Oscar C. Au, Ngai-Man Cheung, Aggelos. K. Katsaggelos, Houqiang Li and Feng Zou
IEEE transactions on image processing, Vol.22(10), pp.3818-3829
01/10/2013
PMID: 23674452

Abstract

Distortion measurement down-sampling Frequency-domain analysis human visual system Image color analysis Image resolution improve resolution Liquid crystal displays Rendering (computer graphics) Signal resolution Subpixel rendering
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.

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