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Image Textures and Gibbs Random Fields 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Gimel'farb, Georgy L. 作者

Kluwer Academic Pub

译者

1999-9 出版日期

264 页数

$ 111.87 价格

HRD

丛书系列

9780792359616 图书编码

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Image Textures and Gibbs Random Fields 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Image Textures and Gibbs Random Fields 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

Image Textures and Gibbs Random Fields 在线电子书图书描述

This text presents techniques for describing image textures. Contrary to the usual practice of embedding the images to known modelling frameworks borrowed from statistical physics or other domains, this book deduces the Gibbs models from basic image features and tailors the modelling framework to the images. This approach results in more general Gibbs models than can be either Markovian or non-Markovian and possess arbitrary interaction structures and strengths. The book presents computationally feasible algorithms for parameter estimation and image simulation and demonstrates their abilities and limitations by numerous experimental results. The book avoids too abstract mathematical constructions and gives explicit image-based explanations of all the notions involved.

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