Synchronous Random Fields and Image Restoration

—We propose a general synchronous model of lattice random fields which could be used similarly to Gibbs distributions in a Bayesian framework for image analysis, leading to algorithms ideally designed for an implementation on massively parallel hardware. After a theoretical description of the model, we give an experimental illustration in the context of image restoration.

• Type: Journal
• Year: 1998
• Where: PAMI
• Authors: Laurent Younes
• Keywords: General Synchronous Model, Gibbs Distributions, Lattice Random Fields, PAMI 1998