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Axel Munk, Gottingen Print
Friday, 28 October 2011, 14:30 - 15:30

Axel Munk, Institut für Matematische Stochastik, Göttingen

Statistical Multiscale Analysis: From Signal Detection to  Nanoscale Photonic Imaging

Abstract: In this talk we will discuss a general concept of statistical multiscale analysis in the context of signal detection and imaging.  This provides a large class of fully data driven regularisation methods. We address computational issues as well as the required extreme value theory of the multiscale statistics.  A major example will be  locally adaptive total variation regularization for deconvolution problems.
Our method is applied to problems from  nanoscale biophotonic cell microscopy.

Location: Plaine
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