Gabor Analysis and Algorithms

Theory and Applications

Inbunden, Engelska, 1997

Av Hans G. Feichtinger, Hans G. Feichtinger, Thomas Strohmer, H. G. Feichtinger

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This text provides an introduction to mathematicians and engineers who want to learn about the different approaches and aspects of Gabor analysis or want to apply Gabor-based techniques to tasks in signal and image processing. It should be of interest to those working in the fields of harmonic analysis, applied mathematics, numerical analysis, engineering, signal and image processing, optics and pattern recognition. Features include: self-contained introduction to basic Gabor analysis; survey of fundamental results in Gabor theory; efficient numerical algorithms; Gabor expansions in signal and image processing; and applications in pattern recognition, filter bank design and optics.

Produktinformation

Utgivningsdatum1997-12-18
Mått155 x 235 x 34 mm
Vikt934 g
FormatInbunden
SpråkEngelska
SerieApplied and Numerical Harmonic Analysis
Antal sidor496
FörlagBirkhauser Boston Inc
ISBN9780817639594

Tillhör följande kategorier

1 The duality condition for Weyl-Heisenberg frames.- 2 Gabor systems and the Balian-Low Theorem.- 3 A Banach space of test functions for Gabor analysis.- 4 Pseudodifferential operators, Gabor frames, and local trigonometric bases.- 5 Perturbation of frames and applications to Gabor frames.- 6 Aspects of Gabor analysis on locally compact abelian groups.- 7 Quantization of TF lattice-invariant operators on elementary LCA groups.- 8 Numerical algorithms for discrete Gabor expansions.- 9 Oversampled modulated filter banks.- 10 Adaptation of Weyl-Heisenberg frames to underspread environments.- 11 Gabor representation and signal detection.- 12 Multi-window Gabor schemes in signal and image representations.- 13 Gabor kernels for affine-invariant object recognition.- 14 Gabor’s signal expansion in optics.