| Image Textures and Gibbs Random Fields Contributor(s): Gimel'farb, Georgii L'Vovich (Author) |
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ISBN: 0792359615 ISBN-13: 9780792359616 Publisher: Kluwer Academic Publishers OUR PRICE: $94.05 Product Type: Hardcover Published: September 1999 |
| Additional Information |
| BISAC Categories: - Technology & Engineering | Imaging Systems - Science | Physics - Optics & Light - Computers | Computer Graphics |
| Dewey: 621.367 |
| LCCN: 99043420 |
| Series: Computational Imaging and Vision |
| Physical Information: 0.63" H x 6.14" W x 9.21" (1.22 lbs) 268 pages |
| Descriptions, Reviews, Etc. |
| Publisher 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. |