• DocumentCode
    3180475
  • Title

    A piecewise linear convolution interpolation with third-order approximation for real-time image processing

  • Author

    Lin, Chung-chi ; Liaw, Chishyan ; Tsai, Ching-Tsorng

  • Author_Institution
    Dept. of Comput. Sci., Tunghai Univ., Taichung, Taiwan
  • fYear
    2010
  • fDate
    10-13 Oct. 2010
  • Firstpage
    3632
  • Lastpage
    3637
  • Abstract
    This paper presents a high-performance architecture of a piecewise linear convolution interpolation for digital image. The kernel of the proposed method is built up of piecewise linear polynomial and approximates the ideal sinc-function in interval [-2, 2]. The proposed architecture reduces the computational complexity of generating weighting coefficients and provides a simple hardware architecture design, low computation cost and is easy to meet real-time requirement. The architecture is implemented on the Virtex-II FPGA, and the VLSI architecture has been successfully designed and implemented with TSMC 0.13μm standard cell library. The simulation results indicate that the interpolation quality of the proposed architecture is better than cubic convolution interpolations mostly, which is able to process various-ratio image scaling for HDTV in real-time.
  • Keywords
    VLSI; approximation theory; computational complexity; convolution; high definition television; image processing; interpolation; polynomials; HDTV; TSMC; VLSI architecture; Virtex-II FPGA; computational complexity; high-performance architecture; image scaling; piecewise linear convolution interpolation; piecewise linear polynomial; real-time image processing; third-order approximation; Generators; Gold; Real time systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-6586-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.2010.5641886
  • Filename
    5641886