Statistical multi-scale analysis for photonic imaging: from modeling to algorithms (A04)

• Subject Area: Optics, Quantum Optics and Physics of Atoms, Molecules and Plasmas
• Term: from 2007 to 2019
• Project identifier: Deutsche Forschungsgemeinschaft (DFG) - Project number 28586557

In this project we aim for the development, statistical analysis and computation of statistical variational multiscale estimators which are specifically tailored to deconvolution in nanoscale biophotonic microscopy imaging. A special emphasis is the development of inferential methods for these techniques in Poisson and sub-Poisson models as well as on the development and implementation of first-order, forward-backward algorithms to compute these.

• DFG Programme: Collaborative Research Centres
• Subproject of: SFB 755: Nanoscale Photonic Imaging
• Applicant Institution: Georg-August-Universität Göttingen
• Project Heads: Professor Dr. David Russell Luke; Professor Dr. Axel Munk