• DocumentCode
    1116719
  • Title

    Pattern Recognition in Image Processing Using Interpixel Correlation

  • Author

    Sclove, Stanley L.

  • Author_Institution
    Department of Mathematics, University of Illinois at Chicago Circle, Chicago, IL 60680.
  • Issue
    2
  • fYear
    1981
  • fDate
    3/1/1981 12:00:00 AM
  • Firstpage
    206
  • Lastpage
    208
  • Abstract
    When within-object interpixel correlation varies appreciably from object to object, it may be important for the classifier to utilize this correlation, as well as the mean and variance of pixel intensities. In this correspondence interpixel correlation is brought into the classification scheme by means of a two-dimensional Markov model.
  • Keywords
    Biomedical image processing; Context modeling; Digital images; Image processing; Infrared imaging; Markov random fields; Maximum likelihood detection; Maximum likelihood estimation; Pattern recognition; Remote sensing; Image processing; Markov random field; pattern recognition; two-dimensional Markov model;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/TPAMI.1981.4767081
  • Filename
    4767081
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1116719