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£71.99
Springer Image Textures and Gibbs Random Fields: v. 16 (Computational Imaging and Vision)
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Price distribution over 40 days • 2 price levels
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Most common price: £46 (22 days, 55.0%)
Price range: £46 - £72
Price levels: 2 different prices over 40 days
Description
Product Description 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. Synopsis 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.
Product Specifications
- Brand
- Springer
- Format
- hardcover
- ASIN
- 0792359615
- Domain
- Amazon UK
- Release Date
- 30 September 1999
- Listed Since
- 17 November 2006
Barcode
No barcode data available
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