Pattern Theory : The Stochastic Analysis of Real-World Signals

Language: English

Published by CRC Press Okt 2024, 2024

103292005X / 9781032920054

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - 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.

Seller Inventory # 9781032920054

Title
Pattern Theory : The Stochastic Analysis of Real-World Signals
Author
Agnès Desolneux
Publisher
CRC Press Okt 2024
Publication year
2024
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
103292005X
ISBN 13
9781032920054
Item weight
680 grams
Dimensions
223x151x19 mm

AHA-BUCH GmbH

Einbeck, Germany

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