• DocumentCode
    1308104
  • Title

    3-D contextual Bayesian classifiers

  • Author

    Larsen, Rasmus

  • Author_Institution
    Dept. of Math. Modelling, Tech. Univ. Denmark, Lyngby, Denmark
  • Volume
    9
  • Issue
    3
  • fYear
    2000
  • fDate
    3/1/2000 12:00:00 AM
  • Firstpage
    518
  • Lastpage
    524
  • Abstract
    We extend a series of multivariate Bayesian two-dimensional (2-D) contextual classifiers to three-dimensional (3-D) by specifying a simultaneous Gaussian distribution for the feature vectors as well as a prior distribution of the class variables of a pixel and its six nearest 3-D neighbors
  • Keywords
    Bayes methods; Gaussian distribution; image classification; white noise; 3D contextual Bayesian classifiers; Gaussian distribution; class variables; feature vectors; image classification; multivariate Bayesian contextual classifiers; nearest 3D neighbors; prior distribution; Bayesian methods; Brain modeling; Frequency; Gaussian distribution; Image segmentation; Magnetic resonance; Nearest neighbor searches; Pixel; Testing; Two dimensional displays;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/83.826789
  • Filename
    826789
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1308104