• DocumentCode
    419370
  • Title

    A novel VLSI architecture to implement region merging algorithm for image segmentation

  • Author

    Kumar, Kranthi J D ; SRINIVASAN, SUDARSHAN

  • Author_Institution
    Dept. of Electr. Eng., Indian Inst. of Technol., Chennai, India
  • fYear
    2004
  • fDate
    31 Aug.-3 Sept. 2004
  • Firstpage
    620
  • Lastpage
    623
  • Abstract
    This paper describes VLSI architecture for the region-merging algorithm for image segmentation applications. This algorithm uses the region adjacency graph (RAG), which represents regions and their edges. The final segmentation provided by the RAG represents localized contours or surfaces. The architecture is proposed by making use of the concepts of parallelism and pipelining in order to improve the performance in terms of speed. The architecture has been coded in Verilog and synthesized using Synplify tools for FPGA implementation.
  • Keywords
    VLSI; edge detection; field programmable gate arrays; image segmentation; logic design; parallel architectures; pipeline processing; FPGA implementation; Synplify tools; VLSI architecture; Verilog; image segmentation; localized contours; localized surfaces; region adjacency graph; region merging algorithm; Computer architecture; Cost function; Image edge detection; Image segmentation; Merging; Parallel processing; Partitioning algorithms; Pipeline processing; Surface topography; Very large scale integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital System Design, 2004. DSD 2004. Euromicro Symposium on
  • Print_ISBN
    0-7695-2203-3
  • Type

    conf

  • DOI
    10.1109/DSD.2004.1333336
  • Filename
    1333336