2012-04-01
Multi-colour random fields with polygonal realisations
Publication
Publication
We introduce a class of random fields that can be understood as discrete
versions of multi-colour polygonal fields built on regular linear
tessellations. We focus first on consistent polygonal fields, for which we
show consistency, Markovianity, and solvability by means of a dynamic
representation. This representation also forms the basis for new sampling
techniques for Gibbsian modifications of such fields, a class which covers
lattice based random fields.
Additional Metadata | |
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, | |
Cornell University Library | |
arXiv.org e-Print archive | |
Segmentation and motion analysis using polygonal Markov Fields | |
Organisation | Stochastics |
van Lieshout, M.-C. (2012). Multi-colour random fields with polygonal realisations. arXiv.org e-Print archive. Cornell University Library . |