دانلود کتاب Pattern Theory: The Stochastic Analysis of Real-World Signals

Name: Pattern Theory: The Stochastic Analysis of Real-World Signals
Availability: InStock
Author: David Mumford
ISBN: 1568815794, 9781568815794

by David Mumford

عنوان فارسی: نظریه الگوی : تجزیه و تحلیل تصادفی از سیگنال در دنیای واقعی
ناشر: A K Peters/CRC Press
سال: 2010
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 375-413
شابک: 1568815794, 9781568815794
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 6.00 مگابایت

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جزییات کتاب

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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