Pattern Theory: The Stochastic Analysis of Real-World Signals (Applying Mathematics) - Image 1

£83.94

CRC Press Pattern Theory: The Stochastic Analysis of Real-World Signals (Applying Mathematics)

Name: Pattern Theory: The Stochastic Analysis of Real-World Signals (Applying Mathematics)
Brand: CRC Press
Price: 83.94 GBP
Availability: InStock

Computer Science

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Description

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.

Product Specifications

Brand: CRC Press
Format: Hardcover
ASIN: 1568815794
Category: Books > Subjects > Computing & Internet > Computer Science
Domain: Amazon UK
Release Date: 09 August 2010
Listed Since: 27 January 2010

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CRC Press Pattern Theory: The Stochastic Analysis of Real-World Signals (Applying Mathematics)

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