• DocumentCode
    2788311
  • Title

    Reconfigurable vision based sensory system for extraction of component properties

  • Author

    Esterhuysen, B. ; Clark, I. ; van Niekerk, T.I. ; Hattingh, D.

  • Author_Institution
    Port Elizabeth Technikon
  • Volume
    1
  • fYear
    2004
  • fDate
    17-17 Sept. 2004
  • Firstpage
    547
  • Abstract
    Integrating computer vision for industrial automation involves providing computers with the functions typical of human vision. The focus of this research is to develop the capability to effectively compare PC performance versus FPGA for image processing tasks. The algorithms are first tested within a PC environment and their performance measured on various PC platforms. The algorithms with the most promise for parallel execution or speedup are selected and transported into an FPGA environment. The significance of comparing the performance of PC versus FPGA environments for vision applications is not merely for research purposes, but also to transport and apply vision projects to this increasingly popular and versatile platform. The vision algorithms for creation of a vision application capable of selected image processing and analysis functions have been developed. They include storing an image into memory, the application of noise filters, segmenting the image (with particular attention paid to thresholding) and performing connected component analysis
  • Keywords
    computer vision; field programmable gate arrays; image classification; image denoising; image segmentation; parallel algorithms; FPGA; PC environment; component properties extraction; connected component analysis; image analysis; image memory storage; image processing; image segmentation; industrial automation computer vision; noise filters; object classification; parallel execution algorithms; reconfigurable vision based sensory system; thresholding; Automation; Computer industry; Computer vision; Field programmable gate arrays; Focusing; Humans; Image analysis; Image processing; Machine vision; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    AFRICON, 2004. 7th AFRICON Conference in Africa
  • Conference_Location
    Gaborone
  • Print_ISBN
    0-7803-8605-1
  • Type

    conf

  • DOI
    10.1109/AFRICON.2004.1406738
  • Filename
    1406738