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Pattern Theory
- The Stochastic Analysis of Real-World Signals
Engelsk
Bogcover for Pattern Theory af Agnes Desolneux, David Mumford, 9781032920054
Specifikationer
Sprog:
Engelsk
Sider:
428
ISBN-13:
9781032920054
Indbinding:
Paperback
ISBN-10:
103292005X
Udg. Dato:
14 okt 2024
Størrelse i cm:
22,9 x 15,2
Oplagsdato:
14 okt 2024
Paperback 2024
Format:

Bog beskrivelse

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.

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Specifikationer
Sprog:
Engelsk
Sider:
428
ISBN-13:
9781032920054
Indbinding:
Paperback
ISBN-10:
103292005X
Udg. Dato:
14 okt 2024
Størrelse i cm:
22,9 x 15,2
Oplagsdato:
14 okt 2024
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