Dahlke / De Mari / Grohs Harmonic and Applied Analysis

From Groups to Signals
1. Auflage 2015
ISBN: 978-3-319-18863-8
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 256 Seiten, eBook

Reihe: Applied and Numerical Harmonic Analysis

This contributed volume explores the connection between the theoretical aspects of harmonic analysis and the construction of advanced multiscale representations that have emerged in signal and image processing.  It highlights some of the most promising mathematical developments in harmonic analysis in the last decade brought about by the interplay among different areas of abstract and applied mathematics.  This intertwining of ideas is considered starting from the theory of unitary group representations and leading to the construction of very efficient schemes for the analysis of multidimensional data.After an introductory chapter surveying the scientific significance of  classical and more advanced multiscale methods, chapters cover such topics asAn overview of Lie theory focused on common applications in signal analysis, including the wavelet representation of the affine group, the Schrödinger representation of the Heisenberg group, and the metaplectic representation of the symplectic groupAn introduction to coorbit theory and how it can be combined with the shearlet transform to establish shearlet coorbit spacesMicrolocal properties of the shearlet transform and its ability to provide a precise geometric characterization of edges and interface boundaries in images and other multidimensional dataMathematical techniques to construct optimal data representations for a number of signal types, with a focus on the optimal approximation of functions governed by anisotropic singularities.A unified notation is used across all of the chapters to ensure consistency of the mathematical material presented.Harmonic and Applied Analysis: From Groups to Signals is aimed at graduate students and researchers in the areas of harmonic analysis and applied mathematics, as well as at other applied scientists interested in representations of multidimensional data. It can also be used as a textbookfor graduate courses in applied harmonic analysis.

Zielgruppe

Research

Autoren/Hrsg.

Dahlke, Stephan

De Mari, Filippo

Grohs, Philipp

Labate, Demetrio

Inhaltsverzeichnis

From Group Representations to Signal Analysis.- The Use of Representations in Applied Harmonic Analysis.- Shearlet Coorbit Theory.- Efficient Analysis and Detection of Edges through Directional Multiscale Representations.- Optimally Sparse Data Representations.

Über Autor(innen)

Stephan Dahlke is Professor in the Department of Mathematics and Computer Sciences at Philipps-University of Marburg, Germany.Filippo De Mari is Associate Professor in the Department of Mathematics at the University of Genova, Italy.Philipp Grohs is Assistant Professor in the Seminar for Applied Mathematics at the Swiss Federal Institute of Technology, Zurich, Switzerland.Demetrio Labate is Associate Professor in the Department of Mathematics at the University of Houston, TX, USA