Bayesian classification of image structures

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Goswami D., KALKAN S. , Krüger N.

16th Scandinavian Conference on Image Analysis, SCIA 2009, Oslo, Norway, 15 - 18 June 2009, vol.5575 LNCS, pp.676-685 identifier

  • Publication Type: Conference Paper / Full Text
  • Volume: 5575 LNCS
  • Doi Number: 10.1007/978-3-642-02230-2_69
  • City: Oslo
  • Country: Norway
  • Page Numbers: pp.676-685


In this paper, we describe work on Bayesian classifiers for distinguishing between homogeneous structures, textures, edges and junctions. We build semi-local classifiers from hand-labeled images to distinguish between these four different kinds of structures based on the concept of intrinsic dimensionality. The built classifier is tested on standard and non-standard images. © 2009 Springer Berlin Heidelberg.