If you have any questions, you are always welcome to contact us. We'll get back to you as soon as possible, withing 24 hours on weekdays.
Customer service
All questions about your order, return and delivery must be sent to our customer service team by e-mail at yourstore@yourdomain.com
Sale & Press
If you are interested in selling our products, need more information about our brand or wish to make a collaboration, please contact us at press@yourdomain.com
Help
If you have any questions, you are always welcome to contact us. We'll get back to you as soon as possible, withing 24 hours on weekdays.
Customer service
All questions about your order, return and delivery must be sent to our customer service team by e-mail at yourstore@yourdomain.com
Sale & Press
If you are interested in selling our products, need more information about our brand or wish to make a collaboration, please contact us at press@yourdomain.com
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 templatebased 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.
⚠️ WARNING (California Proposition 65):
This product may contain chemicals known to the State of California to cause cancer,
birth defects, or other reproductive harm.
For MAP (Minimum Advertised Price) violations and Intellectual Property (IP) or Trademark concerns, please contact:
support@ergodebooks.com
⚠️ California Proposition 65 Warning: Some products sold on this website may expose you to chemicals known to the State of California to cause cancer, birth defects, or other reproductive harm. For more information, visit www.P65Warnings.ca.gov.
