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Titlebook: Image Analysis, Random Fields and Dynamic Monte Carlo Methods; A Mathematical Intro Gerhard Winkler Book 19951st edition Springer-Verlag Be

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書目名稱Image Analysis, Random Fields and Dynamic Monte Carlo Methods
副標(biāo)題A Mathematical Intro
編輯Gerhard Winkler
視頻videohttp://file.papertrans.cn/462/461408/461408.mp4
叢書名稱Stochastic Modelling and Applied Probability
圖書封面Titlebook: Image Analysis, Random Fields and Dynamic Monte Carlo Methods; A Mathematical Intro Gerhard Winkler Book 19951st edition Springer-Verlag Be
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
關(guān)鍵詞Markov Random Field; Monte Carlo; Monte Carlo method; Monte Carlos Methods; Probability theory; algorithm
版次1
doihttps://doi.org/10.1007/978-3-642-97522-6
isbn_softcover978-3-642-97524-0
isbn_ebook978-3-642-97522-6Series ISSN 0172-4568 Series E-ISSN 2197-439X
issn_series 0172-4568
copyrightSpringer-Verlag Berlin Heidelberg 1995
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0172-4568 econstruction. 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.978-3-642-97524-0978-3-642-97522-6Series ISSN 0172-4568 Series E-ISSN 2197-439X
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Gerhard Winklerernationally. The provision of CPC varies considerably, with provision often being insufficient, and over 65% of countries having no recognised CPC service provision whatsoever. As such, while there are an estimated 21.6 million children who require palliative care, in many areas of the world, CPC i
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Gerhard Winklerernationally. The provision of CPC varies considerably, with provision often being insufficient, and over 65% of countries having no recognised CPC service provision whatsoever. As such, while there are an estimated 21.6 million children who require palliative care, in many areas of the world, CPC i
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Gerhard Winklert, and peers often “used” him to their own advantage, leading Graham to believe he was well-accepted by his peers. Graham’s apparent misperception of his own social status clearly influenced his social behavior as well as his interpretations of peer behavior directed toward him. His self-perceptions
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