• DocumentCode
    80479
  • Title

    VLSI Architecture Design of Guided Filter for 30 Frames/s Full-HD Video

  • Author

    Chieh-Chi Kao ; Jui-Hsin Lai ; Shao-Yi Chien

  • Author_Institution
    Nat. Taiwan Univ., Taipei, Taiwan
  • Volume
    24
  • Issue
    3
  • fYear
    2014
  • fDate
    Mar-14
  • Firstpage
    513
  • Lastpage
    524
  • Abstract
    Filtering is widely used in image and video processing for various applications. Recently, the guided filter has been proposed and became one of the popular filtering methods. In this paper, to achieve the computation demand of guided filtering in full-HD video, a double integral image architecture for guided filter ASIC design is proposed. In addition, a reformation of the guided filter formula is proposed, which can prevent the error resulted from truncation in the fractional part and modify the regularization parameter ε on user´s demand. The hardware architecture of the guided image filter is then proposed and can be embedded in mobile devices to achieve real-time HD applications. To the best of our knowledge, this paper is also the first ASIC design for guided image filter. With a TSMC 90-nm cell library, the design can operate at 100 MHz and support for Full-HD (1920 × 1080) 30 frame/s with 92.9K gate counts and 3.2 KB on-chip memory. Moreover, for the hardware efficiency, our architecture is also the best compared to other previous works with bilateral filter.
  • Keywords
    VLSI; application specific integrated circuits; filtering theory; video signal processing; TSMC; VLSI architecture design; bilateral filter; double integral image architecture; filtering methods; frequency 100 MHz; full-HD video; guided filter ASIC design; hardware architecture; mobile devices; on-chip memory; real-time HD applications; regularization parameter; size 90 nm; truncation; Computer architecture; Engines; Hardware; Image edge detection; Joints; Kernel; System-on-chip; Double integral image architecture; guided filter; integral image;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems for Video Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1051-8215
  • Type

    jour

  • DOI
    10.1109/TCSVT.2013.2278145
  • Filename
    6578118