Mathematical Methods in Time Series Analysis and Digital Image Processing
- Author
- Rainer Dahlhaus, Jürgen Kurths, Peter Maass …
- Publication Year
- 2008
- Publisher
- Springer
- Language
- English
- Document Type
- Book
- Faculty / Subject Heading
- Physics
- Download Book Read book
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/enviromental sciences, is also addressed.
Keywords: Physics and Astronomy / Approximation / Algorithm / Algorithms / Digital image processing / Dynamical systems / Image analysis / Image processing / Imaging / Multivariate time series / Signal processing / Information and communication, circuits / Complex Systems / Statistical Physics and Dynamical Systems
