Bayesian Classification of Image Structures

  • D. Goswami
  • S. Kalkan
  • N. Krüger
Part of the Lecture Notes in Computer Science book series (LNCS, volume 5575)

Abstract

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.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2009

Authors and Affiliations

  • D. Goswami
    • 1
  • S. Kalkan
    • 2
  • N. Krüger
    • 3
  1. 1.Dept. of Computer ScienceIndian School of Mines UniversityIndia
  2. 2.BCCNUniversity of GöttingenGermany
  3. 3.Cognitive Vision LabUniv. of Southern DenmarkDenmark

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