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Image Textures and Gibbs Random Fields

by Gimel'farb, Georgii L'Vovich

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Description

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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Product Details

  • Sep 30, 1999 Pub Date:
  • 0792359615 ISBN-10:
  • 9780792359616 ISBN-13:
  • English Language