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Item Details
| Title:
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IMAGE TEXTURES AND GIBBS RANDOM FIELDS
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| By: |
Georgy L. Gimel'farb |
| Format: |
Hardback |
| List price:
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£100.00 |
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We currently do not stock this item, please contact the publisher directly for
further information.
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| ISBN 10: |
0792359615 |
| ISBN 13: |
9780792359616 |
| Publisher: |
KLUWER ACADEMIC PUBLISHERS |
| Series: |
Computational Imaging and Vision v. 16 |
| Pages: |
264 |
| Description: |
Presenting techniques for describing image textures, this text deduces the Gibbs models from basic image features and tailors the modelling framework to the images. |
| 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. |
| Illustrations: |
references, index |
| Publication: |
US |
| Imprint: |
Kluwer Academic Publishers |
| Returns: |
Non-returnable |
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