• DocumentCode
    3514233
  • Title

    Gray-scale erosion algorithm based on image bitwise decomposition: Application to Focal Plane Processors

  • Author

    Frías-Velázquez, Andrés ; Morros, Josep Ramon

  • Author_Institution
    Univ. Politec. de Catalunya
  • fYear
    2009
  • fDate
    19-24 April 2009
  • Firstpage
    845
  • Lastpage
    848
  • Abstract
    A novel approach to implement gray-scale morphological operations is presented in this work. This new technique is based on the bitwise decomposition of the gray-scale image, yielding bitplanes disposed according to their bit of significance. It is of particular interest for implementations on focal plane processors. Our approach relies on the binary search method to obtain either the maximum or minimum on a local neighborhood by manipulating the binary levels resulting from the bitwise decomposition with simple logic functions. This contrasts significantly with the classical threshold decomposition (TD) approach, on which most of the current techniques are based on. Our method shows better efficiency than TD implementations. Further gains can be obtained because our method shows a strong dependency on the image dynamic range.
  • Keywords
    focal planes; image colour analysis; image segmentation; mathematical morphology; search problems; binary search; focal plane processor; gray-scale erosion; gray-scale morphological operation; image bitwise decomposition; image dynamic range; logic function; threshold decomposition; Computer architecture; Gray-scale; Hardware; Image processing; Minimization methods; Morphological operations; Parallel processing; Search methods; Sensor arrays; Stacking; Bitwise decomposition; Focal plane processor; Morphological operations; SIMD array; Threshold decomposition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
  • Conference_Location
    Taipei
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-2353-8
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2009.4959716
  • Filename
    4959716