Nonparametric Bayesian Image Segmentation

Image segmentation algorithms partition the set of pixels of an image into a specific number of different, spatially homogeneous groups. We propose a nonparametric Bayesian model for histogram clustering which automatically determines the number of segments when spatial smoothness constraints on the...

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Veröffentlicht in:	International journal of computer vision 2008-05, Vol.77 (1-3), p.25-45
Hauptverfasser:	Orbanz, Peter, Buhmann, Joachim M.
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial Intelligence Computer Imaging Computer Science Dirichlet problem Image Processing and Computer Vision Markov analysis Pattern Recognition Pattern Recognition and Graphics Studies Vision
Online-Zugang:	Volltext
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