Pattern Theory - Mumford David
Pattern Theory - Mumford David Pattern theory is a distinctive approach to the analysis of all forms of real-world signals. Bayesian statistical inference then allows you to apply these models in the…
Specifikacia Pattern Theory - Mumford David
Pattern Theory - Mumford David
Pattern theory is a distinctive approach to the analysis of all forms of real-world signals. 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. 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.
Discussions of images include recognizing characters, textures, nature scenes, and human faces. The book covers patterns in text, sound, and images. The text includes online access to the materials (data, code, etc.) needed for the exercises.
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