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Image Textures and Gibbs Random Fields (Computational Imaging and Vision)

Georgy L. Gimel'farb




[PDF.yf47] Image Textures and Gibbs Random Fields (Computational Imaging and Vision)

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 | #8223462 in Books |  1999-09-30 | Original language:English | PDF # 1 |  10.00 x6.50 x.75l,.0 | File type: PDF | 264 pages

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This book presents novel 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 streng...

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