Pattern Theory: The Stochastic Analysis of Real-World Signals

by David Mumford, Agnès Desolneux

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 o

375 pages, Kindle Edition

Published August 9, 2010

About the author

David Mumford is a Professor Emeritus of Mathematics at Brown University.

(David B. Mumford)