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Pattern Theory

£50.00

Product description

In very good condition other than very slight shelf wear to corners.

Pattern theory is a distinctive approach to the analysis of all forms of real-world signals. At its core is the design of a large variety of probabilistic models whose samples reproduce the look and feel of the real signals, their patterns, and their variability. Bayesian statistical inference then allows you to apply these models in the analysis of new signals. This book treats the mathematical tools, the models themselves, and the computational algorithms for applying statistics to analyze six representative classes of signals of increasing complexity. The book covers patterns in text, sound, and images. Discussions of images include recognizing characters, textures, nature scenes, and human faces. The text includes online access to the materials (data, code, etc.) needed for the exercises.

Item details

Author(s):
David Mumford, Agnès Desolneux
Condition:
Used: very good
Edition:
First (2010)
Format:
Hardback
ISBN-10:
1568815794
ISBN-13:
9781568815794
Number of pages:
407
Publisher:
A K Peters
Title:
Pattern Theory: The Stochastic Analysis of Real-World Signals

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About this item

In very good condition other than very slight shelf wear to corners.

Pattern theory is a distinctive approach to the analysis of all forms of real-world signals. At its core is the design of a large variety of probabilistic models whose samples reproduce the look and feel of the real signals, their patterns, and their variability. Bayesian statistical inference then allows you to apply these models in the analysis of new signals. This book treats the mathematical tools, the models themselves, and the computational algorithms for applying statistics to analyze six representative classes of signals of increasing complexity. The book covers patterns in text, sound, and images. Discussions of images include recognizing characters, textures, nature scenes, and human faces. The text includes online access to the materials (data, code, etc.) needed for the exercises.

Author(s):
David Mumford, Agnès Desolneux
Condition:
Used: very good
Edition:
First (2010)
Format:
Hardback
ISBN-10:
1568815794
ISBN-13:
9781568815794
Number of pages:
407
Publisher:
A K Peters
Title:
Pattern Theory: The Stochastic Analysis of Real-World Signals

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