login

Nonparametric Bayesian Image Segmentation

International Journal of Computer VisionPublished 12 July 2007Open access
Peter Orbanz, Joachim M. Buhmann
Citations110
View PDF

TL;DR

A nonparametric Bayesian model for histogram clustering which automatically determines the number of segments when spatial smoothness constraints on the class assignments are enforced by a Markov Random Field is proposed.

Abstract

ISSN:0920-5691

Keywords

Computer ScienceMathematicsBiochemistry, Genetics and Molecular Biology