Image Textures and Gibbs Random Fields

By Georgy L. Gimel'farb

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.

• Format: Hardcover
• Language: English
• ISBN: 0792359615
• ISBN13: 9780792359616
• Release Date: September 1999
• Publisher: Kluwer Academic Publishers
• Length: 268 Pages
• Weight: 1.22 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"