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Mathematical Methods in Time Series Analysis and Digital Image Processing is written by Rainer Dahlhaus and published by Springer Science & Business Media. It's available with International Standard Book Number or ISBN identification 3540756329 (ISBN 10) and 9783540756323 (ISBN 13).
This coherent and articulate volume summarizes work carried out in the field of theoretical signal and image processing. It focuses on non-linear and non-parametric models for time series as well as on adaptive methods in image processing. The aim of this volume is to bring together research directions in theoretical signal and imaging processing developed rather independently in electrical engineering, theoretical physics, mathematics and the computer sciences.