Ryabokon D. The technology for construction of 3D models of continuous surfaces by stereo images

The algorithms and technology for automated processing of stereopairs of continues surfaces are presented. The class of such surfaces includes, in particular, an earth relief, a human face, an eye-ground and other surfaces. An essential part of the work is formulation of stereoreconstruction tasks as labeling ones. It's supposed, that recovered model is a realization of a hidden markov field. The algorithms for solution of optimization problems uses methods of labeling tasks solving, a maximum flow in a net search, the methods of mathematical statistic, unsupervised learning and other methods. The results may be useful for image processing experts, specialists in geodesy, medicine and other branches of science and engineering. Key words: image processing, pattern recognition, markov random fields, optimal labeling tasks.