• DocumentCode
    3358438
  • Title

    FPGA-based 3D median filtering using word-parallel systolic arrays

  • Author

    Castro-Pareja, Carlos R. ; Jagadeesh, Jogikal M. ; Venugopal, Sharmila ; Shekhar, Raj

  • Author_Institution
    Ohio State Univ., Columbus, OH, USA
  • Volume
    3
  • fYear
    2004
  • fDate
    23-26 May 2004
  • Abstract
    A 3D median filter architecture suitable for FPGA implementation is presented. The architecture consists of an ordered semi-systolic array of size equal to the filter window size. The hardware requirements of the architecture are significantly lower than those of previously reported systolic array architectures, making it desirable for the implementation of filters with large kernel sizes. An implementation of a 3×3×3× filter in an Altera EP1C3T100C6 FPGA achieved a clock rate in excess of 100 MHz, being able to process a 128×128×128 image in 0.2 seconds. An implementation of a 3×3 2D filter achieved a clock rate in excess of 130 MHz.
  • Keywords
    field programmable gate arrays; median filters; multidimensional digital filters; systolic arrays; 2D filter; 3D median filtering; Altera EP1C3T100C6 FPGA; FPGA implementation; clock rate; filter window size; kernel sizes; word-parallel systolic arrays; Clocks; Field programmable gate arrays; Filtering; Filters; Hardware; Image processing; Kernel; Noise reduction; Systolic arrays; Ultrasonic imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
  • Print_ISBN
    0-7803-8251-X
  • Type

    conf

  • DOI
    10.1109/ISCAS.2004.1328707
  • Filename
    1328707