Image Textures and Gibbs Random Fields 2024 pdf epub mobi 电子书


Image Textures and Gibbs Random Fields

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发表于2024-11-10

Image Textures and Gibbs Random Fields 2024 pdf epub mobi 电子书

Image Textures and Gibbs Random Fields 2024 pdf epub mobi 电子书

Image Textures and Gibbs Random Fields 2024 pdf epub mobi 电子书



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出版者:Kluwer Academic Pub
作者:Gimel'farb, Georgy L.
出品人:
页数:264
译者:
出版时间:1999-9
价格:$ 111.87
装帧:HRD
isbn号码:9780792359616
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Image Textures and Gibbs Random Fields 2024 pdf epub mobi 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.

Image Textures and Gibbs Random Fields 2024 pdf epub mobi 电子书

Image Textures and Gibbs Random Fields 2024 pdf epub mobi 电子书
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Image Textures and Gibbs Random Fields 2024 pdf epub mobi 电子书


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