Bayesian classification of image structures

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Goswami D., KALKAN S., Krüger N.

16th Scandinavian Conference on Image Analysis, SCIA 2009, Oslo, Norveç, 15 - 18 Haziran 2009, cilt.5575 LNCS, ss.676-685 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 5575 LNCS
  • Doi Numarası: 10.1007/978-3-642-02230-2_69
  • Basıldığı Şehir: Oslo
  • Basıldığı Ülke: Norveç
  • Sayfa Sayıları: ss.676-685
  • Orta Doğu Teknik Üniversitesi Adresli: Evet

Özet

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.