| 书目名称 | Image Analysis, Random Fields and Dynamic Monte Carlo Methods | | 副标题 | A Mathematical Intro | | 编辑 | Gerhard Winkler | | 视频video | | | 丛书名称 | Stochastic Modelling and Applied Probability | | 图书封面 |  | | 描述 | This text is concerned with a probabilistic approach to image analysis as initiated by U. GRENANDER, D. and S. GEMAN, B.R. HUNT and many others, and developed and popularized by D. and S. GEMAN in a paper from 1984. It formally adopts the Bayesian paradigm and therefore is referred to as ‘Bayesian Image Analysis‘. There has been considerable and still growing interest in prior models and, in particular, in discrete Markov random field methods. Whereas image analysis is replete with ad hoc techniques, Bayesian image analysis provides a general framework encompassing various problems from imaging. Among those are such ‘classical‘ applications like restoration, edge detection, texture discrimination, motion analysis and tomographic reconstruction. The subject is rapidly developing and in the near future is likely to deal with high-level applications like object recognition. Fascinating experiments by Y. CHOW, U. GRENANDER and D.M. KEENAN (1987), (1990) strongly support this belief. | | 出版日期 | Book 19951st edition | | 关键词 | Markov Random Field; Monte Carlo; Monte Carlo method; Monte Carlos Methods; Probability theory; algorithm | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-642-97522-6 | | isbn_softcover | 978-3-642-97524-0 | | isbn_ebook | 978-3-642-97522-6Series ISSN 0172-4568 Series E-ISSN 2197-439X | | issn_series | 0172-4568 | | copyright | Springer-Verlag Berlin Heidelberg 1995 |
The information of publication is updating
书目名称Image Analysis, Random Fields and Dynamic Monte Carlo Methods影响因子(影响力)
书目名称Image Analysis, Random Fields and Dynamic Monte Carlo Methods影响因子(影响力)学科排名
书目名称Image Analysis, Random Fields and Dynamic Monte Carlo Methods网络公开度
书目名称Image Analysis, Random Fields and Dynamic Monte Carlo Methods网络公开度学科排名
书目名称Image Analysis, Random Fields and Dynamic Monte Carlo Methods被引频次
书目名称Image Analysis, Random Fields and Dynamic Monte Carlo Methods被引频次学科排名
书目名称Image Analysis, Random Fields and Dynamic Monte Carlo Methods年度引用
书目名称Image Analysis, Random Fields and Dynamic Monte Carlo Methods年度引用学科排名
书目名称Image Analysis, Random Fields and Dynamic Monte Carlo Methods读者反馈
书目名称Image Analysis, Random Fields and Dynamic Monte Carlo Methods读者反馈学科排名
|
|
|
发表于 2025-3-21 18:07:47
