Gibbs point field models for extraction problems in image analysis

Xavier Descombes (1) , Elena Zhizhina (2)

1 ARIANA - Inverse problems in earth monitoring
2 IITP - Dobrushin laboratory of Mathematics

This paper is a review of some probabilistic methods, based on Gibbs fields theory, applied to solve image analysis tasks. We present the mathematical background and show different applications.

Domaines: Traitement des images [eess.IV]

Xavier Descombes, Elena Zhizhina. Gibbs point field models for extraction problems in image analysis. Dobrushin International Conference, Jul 2009, Moscou, Russia. 6 p. ⟨inria-00423660⟩