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.
In particular, mathematically justified algorithms and methods, the mathematical analysis of these algorithms, and methods as well as the investigation of connections between methods from time series analysis and image processing are reviewed. An interdisciplinary comparison of these methods, drawing upon common sets of test problems from medicine and geophysical/environmental sciences, is also addressed.
This volume coherently 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.
| ISBN: | 9783642094828 |
| Publication date: | 22nd November 2010 |
| Author: | Rainer Dahlhaus |
| Publisher: | Springer an imprint of Springer Berlin Heidelberg |
| Format: | Paperback |
| Pagination: | 292 pages |
| Series: | Understanding Complex Systems |
| Genres: |
Image processing Cybernetics and systems theory Mathematical physics Electronics engineering Mathematical theory of computation Digital signal processing (DSP) |
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.
In particular, mathematically justified algorithms and methods, the mathematical analysis of these algorithms, and methods as well as the investigation of connections between methods from time series analysis and image processing are reviewed. An interdisciplinary comparison of these methods, drawing upon common sets of test problems from medicine and geophysical/environmental sciences, is also addressed.
This volume coherently 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.
Mathematical Methods in Signal Processing and Digital Image Analysis features in the following genres: Image processing, Cybernetics and systems theory, Mathematical physics, Electronics engineering, Mathematical theory of computation, Digital signal processing (DSP)
Mathematical Methods in Signal Processing and Digital Image Analysis is available in Paperback
Mathematical Methods in Signal Processing and Digital Image Analysis was written by Rainer Dahlhaus and published by Springer an imprint of Springer Berlin Heidelberg
Mathematical Methods in Signal Processing and Digital Image Analysis has 292 pages
Yes it is part of Understanding Complex Systems series