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Fundamentals in Information Theory and Coding
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ISBN: 9783642203473 Year: 2011 Publisher: Berlin, Heidelberg Springer Berlin Heidelberg

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Randomness and Elements of Decision Theory Applied to Signals
Authors: --- --- --- --- --- et al.
ISBN: 9783030903145 9783030903152 9783030903169 9783030903138 Year: 2021 Publisher: Cham Springer International Publishing :Imprint: Springer

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This book offers an overview on the main modern important topics in random variables, random processes, and decision theory for solving real-world problems. After an introduction to concepts of statistics and signals, the book introduces many essential applications to signal processing like denoising, texture classification, histogram equalization, deep learning, or feature extraction. The book uses MATLAB algorithms to demonstrate the implementation of the theory to real systems. This makes the contents of the book relevant to students and professionals who need a quick introduction but practical introduction how to deal with random signals and processes.

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