• DocumentCode
    3481677
  • Title

    IMECO: a reconfigurable FPGA-based image enhancement co-processor framework

  • Author

    Salcic, Z. ; Sivaswamy, J.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Auckland Univ., New Zealand
  • Volume
    1
  • fYear
    1997
  • fDate
    4-4 Dec. 1997
  • Firstpage
    231
  • Abstract
    This paper presents a way to improve the computational speed of image contrast enhancement using low-cost FPGA-based hardware primarily targeted to X-ray images. The enhancement method considered here consists of filtering via the high boost filter (HBF), followed by histogram modification using histogram equalisation (HE). An image enhancement co-processor (IMECO) concept is proposed that enables efficient hardware implementation of enhancement procedures and hardware/software co-design to achieve high-performance, low-cost solutions. The co-processor runs on an FPGA prototyping ISA-bus board. It consists of two hardware functional units that implement HBF and HE and can be downloaded onto the board sequentially or reside on the board at the same time. These units represent an embryo of virtual hardware units that form a library of image enhancement algorithms. In trials with chest X-ray images performance improvement over software-only implementations was more than two orders of magnitude, thus providing real-time or near real-time enhancement.
  • Keywords
    X-ray imaging; coprocessors; digital filters; field programmable gate arrays; image enhancement; medical image processing; FPGA prototyping ISA-bus board; IMECO; chest X-ray images; computational speed; filtering; hardware/software co-design; high boost filter; histogram equalisation; histogram modification; image contrast; image enhancement algorithms; image enhancement co-processor; library; low-cost solutions; real-time enhancement; reconfigurable FPGA; virtual hardware units; Coprocessors; Field programmable gate arrays; Filtering; Filters; Hardware; Helium; Histograms; Image enhancement; Software prototyping; X-ray imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    TENCON '97. IEEE Region 10 Annual Conference. Speech and Image Technologies for Computing and Telecommunications., Proceedings of IEEE
  • Conference_Location
    Brisbane, Qld., Australia
  • Print_ISBN
    0-7803-4365-4
  • Type

    conf

  • DOI
    10.1109/TENCON.1997.647300
  • Filename
    647300