Image Analysis, Random Fields and Dynamic Monte Carlo Methods : a Mathematical Introduction /

The book is mainly concerned with the mathematical foundations of Bayesian image analysis and its algorithms. This amounts to the study of Markov random fields and dynamic Monte Carlo algorithms like sampling, simulated annealing and stochastic gradient algorithms. The approach is introductory and e...

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Bibliographic Details

Main Author:	Winkler, Gerhard
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Berlin, Heidelberg : Springer Berlin Heidelberg, 1995.
Series:	Applications of Mathematics, Stochastic Modelling and Applied Probability ; 27.
Subjects:	Mathematics. Medical radiology. Software engineering. Computer simulation. Optical pattern recognition. Distribution (Probability theory) Radiology, Medical. Electronic books.
Online Access:	Connect to the full text of this electronic book