A Complex Geometric Approach to the Discrete Gabor Transform and Localization Operators on the Flat Torus
Johannes Testorf

TL;DR
This paper introduces a geometric framework for the discrete Gabor transform on the flat torus, linking it to theta line bundles on Abelian varieties, and explores applications in higher dimensions and asymptotic analysis.
Contribution
It presents a novel geometric perspective connecting discrete Gabor transforms to complex geometry, extending results to higher dimensions and analyzing asymptotic behavior.
Findings
Discrete Gabor transform linked to theta line bundles on Abelian varieties
Frame results established for higher-dimensional cases
Asymptotic behavior of restriction operators analyzed
Abstract
In a recent paper, the discrete Gabor transform was connected to a Gabor transform with a time frequency domain given by the flat torus. We show that the corresponding Bargmann spaces can be expressed as theta line bundles on Abelian varieties. We give applications of this viewpoint to frame results for the discrete Gabor transform. In particular, we get results which hold in higher dimension. We also give an application to asymptotics of restriction operators which arises from the asymptotic behavior of Bergman kernels for high tensor powers.
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Taxonomy
TopicsMathematical Analysis and Transform Methods · Image and Signal Denoising Methods · Digital Image Processing Techniques
