• DocumentCode
    813879
  • Title

    Modeling of two-dimensional covariance functions with application to image restoration

  • Author

    Powell, Steven R. ; Silverman, Leonard M.

  • Author_Institution
    Bell Laboratories, Murray Hill, NJ, USA
  • Volume
    19
  • Issue
    1
  • fYear
    1974
  • fDate
    2/1/1974 12:00:00 AM
  • Firstpage
    8
  • Lastpage
    13
  • Abstract
    Exact models are derived for the horizontal line scan of monochromatic pictorial images whose light intensity at each point can be represented by a class of two-dimensional homogeneous random fields. Recursive restoration schemes are presented for images of this type whose degradation can be represented by additive white noise.
  • Keywords
    Covariance factorization; Image restoration; Kalman filtering; Recursive estimation; Spectral factorizations; Degradation; Delay; Filtering; IIR filters; Image restoration; Nonlinear filters; Recursive estimation; Stochastic processes; Strips; White noise;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.1974.1100483
  • Filename
    1100483
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=813879