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Optimal Bayesian Estimators for Image Segmentation and Surface Reconstruction
(1985-04-01)
sA very fruitful approach to the solution of image segmentation andssurface reconstruction tasks is their formulation as estimationsproblems via the use of Markov random field models and Bayes theory.sHowever, the ...
Probabilistic Solution of Inverse Problems
(1985-09-01)
In this thesis we study the general problem of reconstructing a function, defined on a finite lattice from a set of incomplete, noisy and/or ambiguous observations. The goal of this work is to demonstrate the generality ...