Image Analysis, Random Fields and Dynamic Monte Carlo Methods
The text presents Bayesian image analysis and dynamic Monte Carlo algorithms from the mathematical point of view. The subject is introduced at a moderate pace and the proofs are thorough. Specific models are developed step by step and discussed.
| Autor: | Winkler, Gerhard |
|---|---|
| ISBN: | 9783642975240 |
| Sprache: | Englisch |
| Seitenzahl: | 324 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer Berlin |
| Veröffentlicht: | 19.01.2012 |
| Untertitel: | A Mathematical Introduction |
| Schlagworte: | Markov Random Field Monte Carlo Monte Carlo method Monte Carlos Methods Probability theory algorithms image analysis imaging statistics |