Pattern Theory: From Representation to Inference

Description

Publisher: Oxford University Press, USA
Language: English
ISBN: 0198505701
Paperback: 608 pages
Data: January 15, 2007
Format: PDF
Description: Pattern Theory provides a comprehensive and accessible overview of the modern challenges in signal, data, and pattern analysis in speech recognition, computational linguistics, image analysis and computer vision. Aimed at graduate students in biomedical engineering, mathematics, computer
science, and electrical engineering with a good background in mathematics and probability, the text includes numerous exercises and an extensive bibliography. Additional resources including extended proofs, selected solutions and examples are available on a companion website.
The book commences with a short overview of pattern theory and the basics of statistics and estimation theory. Chapters 3-6 discuss the role of representation of patterns via condition structure. Chapters 7 and 8 examine the second central component of pattern theory: groups of geometric transformation applied to the representation of geometric objects. Chapter 9 moves into probabilistic structures in the continuum, studying random processes and random fields indexed over subsets of Rn. Chapters 10 and 11 continue with transformations and patterns indexed over the continuum.
Chapters 12-14 extend from the pure representations of shapes to the Bayes estimation of shapes and their parametric representation. Chapters 15 and 16 study the estimation of infinite dimensional shape in the newly emergent field of Computational Anatomy. Finally, Chapters 17 and 18 look at
inference, exploring random sampling approaches for estimation of model order and parametric representing of shapes.

Download - (8 Mb)

Disclaimer:
Contents of this page are indexed from the Internet. All actions are under your responsability. Email us to report illegal contents or external links and we'll remove them immediately.

Download links for "Pattern Theory: From Representation to Inference":


How to Download
You may need eMule or Bittorrent to download ebook torrents or emule links.

Report Dead Link
Please leave a comment to report dead links, so that someone else may update new links.

1. Ebooks list page : 1396
2. Pattern Theory: From Representation to Inference
3. Pattern Theory: From Representation to Inference
4. Pattern Theory: From Representation to Inference
5. Diagrammatic Representation and Inference
6. Elements of the Representation Theory of Associative Algebras, Vol 1: Techniques of Representation Theory
7. The Dissimilarity Representation for Pattern Recognition: Foundations And Applications
8. The Dissimilarity Representation for Pattern Recognition: Foundations And Applications
9. Elements of the Representation Theory of Associative Algebras,Vol. 3: Representation-infinite Tilted Algebras
10. Representation Theory and Higher Algebraic K-Theory
11. Information Theory, Inference & Learning Algorithms
12. Information Theory, Inference & Learning Algorithms
13. Information Theory, Inference & Learning Algorithms
14. Asymptotic Theory of Statistical Inference for Time Series
15. Models for Probability and Statistical Inference: Theory and Applications
16. Representation theory - A first course