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Image Textures and Gibbs Random Fields

Image Textures and Gibbs Random Fields

Hardcover

Series: Computational Imaging and Vision, Book 16

Technology & EngineeringPhysicsProgramming

ISBN10: 0792359615
ISBN13: 9780792359616
Publisher: Springer Nature
Published: Sep 30 1999
Pages: 268
Weight: 1.22
Height: 0.63 Width: 6.14 Depth: 9.21
Language: English
Preface. Acknowledgements. Instead of introduction. 1. Texture, Structure, and Pairwise Interactions. 2. Markov and Non-Markov Gibbs Image Models. 3. Supervised MLE-Based Parameter Learning. 4. Supervised Conditional MLE-Based Learning. 5. Experiments in Simulating Natural Textures. 6. Experiments in Retrieving Natural Textures. 7. Experiments in Segmenting Natural Textures. Texture Modelling: Theory vs. Heuristics. References. Index.

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