Pattern Theory: The Stochastic Analysis of Real-World Signals by David Mumford, Agnès Desolneux

Pattern Theory: The Stochastic Analysis of Real-World Signals

David Mumford, Agnès Desolneux

375 pages first pub 2010 (editions)

mathematics challenging informative reflective medium-paced
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Description

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...

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