Statistical Multiscale Analysis: From Signal Detection to Nanoscale Photonic Imaging

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• Axel Munk, Institute for Mathematical Stochastics, Georg August University Goettingen and Max-Planck-Institute for Biophysical Chemistry
• Tuesday 25 October 2011, 16:00-17:00
• MR12, CMS, Wilberforce Road, Cambridge, CB3 0WB.

If you have a question about this talk, please contact Richard Samworth.

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.

This talk is part of the Statistics series.

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