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Книга Pattern Theory David Mumford

Pattern Theory

Автор: David Mumford
Език: Английски език
Корици: С меки корици
Издател: Taylor & Francis Ltd
Наличност: 50% вероятност
Ще претърсим света
68.53 € 134.04 лв
Pattern theory is a distinctive approach to the analysis of all forms of real-world signals. At its...

Информация за книгата

Автор
David Mumford
Език
Английски език
Корици
Книга - С меки корици
Издадена
2024
страници
428
EAN
9781032920054
ISBN
103292005X
Enbook ID
46440433
Издател
Taylor & Francis Ltd
Теглоt
680
Размери
152 x 229

Пълно описание

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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