The Gibbs fields approach and related dynamics in image processing

• Published in: Condensed Matter Physics
• Date: 2008
• Main Authors: Descombes, X., Zhizhina, E.
• Format: Article
• Language: English
• Published: Інститут фізики конденсованих систем НАН України 2008
• Online Access: https://nasplib.isofts.kiev.ua/handle/123456789/119143
• Journal Title: Digital Library of Periodicals of National Academy of Sciences of Ukraine
• Cite this: The Gibbs fields approach and related dynamics in image processing / X. Descombes, E. Zhizhina // Condensed Matter Physics. — 2008. — Т. 11, № 2(54). — С. 293-312. — Бібліогр.: 44 назв. — англ.

We give in the paper a brief overview of how the Gibbs fields and related dynamics approaches are applied in image processing. We discuss classical pixel-wise models as well as more recent spatial point process models in the framework of the Gibbs fields approach. We present a new multi-object ada...