• DocumentCode
    1358933
  • Title

    A CCD/CMOS focal-plane array edge detection processor implementing the multiscale veto algorithm

  • Author

    McIlrath, Lisa Dron

  • Author_Institution
    Artificial Intelligence Lab., MIT, Cambridge, MA, USA
  • Volume
    31
  • Issue
    9
  • fYear
    1996
  • fDate
    9/1/1996 12:00:00 AM
  • Firstpage
    1239
  • Lastpage
    1247
  • Abstract
    A prototype 32×32 array processor fabricated in 2-μm charge coupled devices (CCD)/CMOS technology implementing the multiscale veto edge detection algorithm is presented. In this algorithm, differences between pixel values are computed in the original image, as well as after applying a series of smoothing filters of varying spatial scales. An edge exists between two pixels only if the magnitude of their difference is greater than a given threshold for all levels of smoothing tested. This algorithm maps particularly well to implementation as a focal plane processor as it requires only nearest neighbor communication. The CCD array performs the functions of image acquisition, charge loading and removal, and image smoothing. Analog circuits between each pair of pixels in the array compute the absolute value of difference between neighboring values and compare it to a global threshold. These circuits have been designed to allow reliable discrimination of differences from ~3.1% to ~10.1% of full scale range and thus meet the performance requirements of many machine vision applications
  • Keywords
    CCD image sensors; CMOS analogue integrated circuits; analogue processing circuits; computer vision; edge detection; focal planes; 2 micron; CCD/CMOS technology; analogue processing; charge loading; edge detection processor; focal-plane array; global threshold; image acquisition; image smoothing; machine vision applications; multiscale veto algorithm; nearest neighbor communication; smoothing filters; spatial scales; CMOS process; CMOS technology; Charge coupled devices; Charge-coupled image sensors; Circuit testing; Filters; Image edge detection; Pixel; Prototypes; Smoothing methods;
  • fLanguage
    English
  • Journal_Title
    Solid-State Circuits, IEEE Journal of
  • Publisher
    ieee
  • ISSN
    0018-9200
  • Type

    jour

  • DOI
    10.1109/4.535407
  • Filename
    535407