• 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