Processing and Analysis of Digital Images on the Basis of the Gibbs Distribution

摘要

An approach to digital image processing and analysis based on the Gibbs distribution is considered. Gibbs hierarchical models are used in segmentation of texture images, reconstruction of gray-scale and color images corrupted by nonlinear and linear inhomogeneous distortions, and estimation of the parameters of Gibbs models from observed images.