Conference Time: 13/Dec/2019 8:00am
CET
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S21.02: Mathematical signal and image processing
Time:
Thursday, 21/Feb/2019:
8:30am - 10:30am
Session Chair: Clemens Kirisits
Location: SR 02
Presentations
8:30am - 8:50am Deblurring and denoising using Tikhonov functionals with imperfect forward operators and epsilon-insensitive distances
P. Gralla 1 , I. Piotrowska-Kurczewski2 , P. Maass2
1 Stemmer Imaging, Germany; 2 University of Bremen, Germany
8:50am - 9:10am Musical instrument separation on shift-invariant spectrograms via stochastic dictionary learning
S. Schulze , E. J. King
University of Bremen, Germany
9:10am - 9:30am Unsupervised Label Learning on Manifolds by Geometric Assignment
A. Zern, M. Zisler , F. Åström, S. Petra, C. Schnörr
Heidelberg University, Germany
9:30am - 9:50am Extraction of wavefront sets by deep convolutional neural networks and shearlets
H. Andrade Loarca 1 , G. Kutyniok1 , O. Öktem2 , P. Petersen3
1 TU Berlin, Germany; 2 KTH Stockholm, Sweden; 3 University of Oxford, United Kingdom
9:50am - 10:10am The mismatch principle: statistical learning under large model uncertainties
M. Genzel , G. Kutyniok
Technische Universität Berlin, Germany
10:10am - 10:30am Dimension reduction in learning tasks
A. Breger 1 , M. Ehler1 , B. S. Gerendas2 , J. I. Orlando2 , U. Schmidt-Erfurth2
1 University of Vienna, Austria; 2 Medical University of Vienna, Austria
