Computational Methods for Bayesian Object Recognition
Theory and Application
(Sprache: Englisch)
During the last few years, statistical methods for the automated recognition of objects within images have become increasingly popular. This book is aimed at providing the reader with a comprehensive understanding of how computational methods, and in...
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During the last few years, statistical methods for the automated recognition of objects within images have become increasingly popular. This book is aimed at providing the reader with a comprehensive understanding of how computational methods, and in particular sampling methods, can be used to facilitate the Bayesian approach to object recognition. A detailed overview is presented of both the general use of Markov chain Monte Carlo (MCMC) methods in sampling and the use of template-based models in statistical image analysis. Special attention is given to reversible jump MCMC methodology which in terms of object recognition allows the introduction and removal of parameters, e.g. whole objects, from the global image model. Clear mathematical definitions of methods discussed and their theoretical properties are provided throughout the book. In addition, a substantial part of the book is devoted to practical applications of these methods. The two core examples that are examined in detail are a toy problem that concerns the imaging of an unknown number of randomly arranged discs and a real world problem that concerns the imaging of microscopic algae filaments.
Autoren-Porträt von Russell J. Bowater
Bowater, Russell J.Dr. Russell J. Bowater, BSc (Loughborough, UK), PhD (Bristol, UK)is a visiting professor in the Department of Mathematics atUniversidad Autónoma Metropolitana (Iztapalapa) in Mexico City. Hepreviously held academic / research positions at the Universitiesof Birmingham, Lancaster, Bath and Warwick in England and theUniversity of Padua in Italy.
Bibliographische Angaben
- Autor: Russell J. Bowater
- 2010, 248 Seiten, Maße: 22 cm, Kartoniert (TB), Englisch
- Verlag: LAP Lambert Academic Publishing
- ISBN-10: 3838351991
- ISBN-13: 9783838351995
Sprache:
Englisch
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