Workshop on Mathematical Signal and Image Analysis
April 1-3, 2019
Raitenhaslach, Germany |
Program Registration Accomodation Directions
Time and place
Theme
The workshop is to bring together leading researchers from different facets of mathematics, signal and image processing to present their latest cutting-edge research and to establish new directions for future investigations and cooperation. It will also serve as the annual meeting of the
GAMM activity group on Mathematical Signal and Image Processing 
.
The goal of the workshop is to connect researchers in all areas related to the broad research field of mathematical signal and image analysis. For example, we welcome contributions that use and develop tools from
- Applied Harmonic Analysis and Frame Theory,
- Compressed Sensing,
- Geometric and Topological Techniques,
- Mathematical Morphology,
- Partial Differential Equations,
- Probabilistic and Statistical Methodologies,
- Variational Methods,
for applications related to
- Signal and Image acquisition,
- Signal and image processing,
- Pattern Recognition,
- Machine Learning.
Plenary speakers
| Helmut Bölcskei |
ETH Zürich
|
| Jalal Fadili |
ENSI Caen
|
| Jakob Lemvig |
TU Denmark
|
| Karin Schnass |
University of Innsbruck
|
Minisymposia
| Signal Processing, Learning, and Optimization |
organized by |
Armin Eftekhari |
Ecole Polytechnique Federale de Lausanne
|
| Applied harmonic analysis: when theory meets practice |
organized by |
Wolfgang Erb |
University of Padova
|
| Frame and Operators |
organized by |
Marzieh Hasannasabjaldehbakhani |
TU Kaiserslautern
|
| Machine Learning Motivated Variational Problems on Graphs |
organized by |
Matthew Thorpe |
Cambridge University
|
Schedule
| Monday |
|
|
| 09:40 |
Shuttle departure from Hotel Glöcklhofer |
| 10:00-12:00 |
Mathematical speed dating |
Time for discussion
|
| 12:00-13:20 |
Lunch break |
|
| 13:20-13.30 |
Opening |
|
| 13:30-14:20 |
Plenary talk by Jakob Lemvig |
|
| |
Generalized Translation-Invariant Frames and Applications |
|
| 14:30-14:55 |
Kamilla Haahr Nielsen |
Hans-Christian Jung
|
| |
Gabor windows supported on [-1, 1] and construction of compactly supported dual windows with optimal frequency localization |
New bounds for sparse recovery with anisotropic measurements and applications to PDEs
|
| 15:00-15:25 |
Nadiia Derevianko |
Johannes Maly
|
| |
On an orthogonal bivariate trigonometric Schauder basis for the space of continous functions |
Hard-thresholding for distributed compressed sensing with one-bit measurements
|
| 15:30-16:00 |
Coffee break |
|
| 16:00-18:00 |
Minisymposium organized by Matthew Thorpe |
Minisymposium organized by Wolfgang Erb
|
| 16:00-16:25 |
Mihai Cucuringu |
Wolfgang Erb
|
| |
Spectral methods for certain inverse problems on graphs |
Spectral interpolation in spherical and polar coordinates
|
| 16:30-16:55 |
Riccardo Cristoferi |
Dominik Schmid
|
| |
Clustering of Big Data: consistency of a nonlocal Ginzburg-Landau type model |
Scattered data approximation in an industrial application
|
| 17:00-17:25 |
Angelica Aviles-Rivero |
Daniel Potts
|
| |
Learning to classify under extreme minimal supervision on graphs: From space to medical large-scale problems |
Transformed Rank-1 Lattices for high-dimensional approximation
|
| 17:30-17:55 |
Franca Hoffmann |
Jürgen Prestin
|
| |
Geometric Insights into Spectral Clustering by Graph Laplacian Embeddings |
Directional wavelets and detection of singularities
|
| 18:15 |
Shuttle departure |
| 19:00-22:00 |
Conference dinner |
|
| Tuesday |
|
|
| 09:10 |
Shuttle departure from Hotel Glöcklhofer |
| 9:30-10:20 |
Plenary talk by Helmut Bölcskei |
|
| |
Vandermonde matrices and the large sieve |
|
| 10:30-10:55 |
Hanna Veselovska |
Michael Quellmalz
|
| |
On Stability of Parameter Estimation in Bivariate Exponential Sums |
The cone-beam transform and spherical convolution operators |
| 11:00-11:30 |
Coffee break |
|
| 11:30-11:55 |
Dominik Nagel |
Stephan Wäldchen
|
| |
The Condition number of Vandermonde matrices with clustered nodes |
The Computational Complexity of Understanding Network Decisions
|
| 12:00-12:25 |
Melanie Kircheis |
Jan Macdonald
|
| |
Direct inversion of the NFFT |
A Rate-Distortion Framework for Explaining Deep Neural Network Decisions
|
| 12:30-13:45 |
Lunch break |
|
| 13:45-15:45 |
Minisymposium organized by Marzieh Hasannasabjaldehbakhani |
Minisymposium organized by Armin Eftekhari
|
| 13:45-14:10 |
Ole Christensen |
Armin Eftekhari
|
| |
Frames and Operators |
Augmented Lagrangian Method for Inverse Problems
|
| 14:15-14:40 |
Friedrich Philipp |
Augustin Cosse
|
| |
Operators in Dynamical Sampling |
Super Resolution, Sums of Sparse Squares and Compressed Semidefinite Programs
|
| 14:45-15:10 |
Diana T. Stoeva |
Vincent Duval
|
| |
On Frames and Multipliers |
A representer theorem for total variation regularization
|
| 15:15-15:40 |
Marzieh Hasannasabjaldehbakhani |
Holger Rauhut
|
| |
Frame representations via suborbits of bounded operators |
Quantized compressive sensing with partial randomcirculant matrices
|
| 15:45-16:15 |
Coffee break |
|
| 16:15-17:05 |
Plenary talk by Karin Schnass |
|
| 17:15-18:15 |
Poster session with wine and crackers |
|
| |
Stefan Bamberger |
Olga Graf
|
| |
Optimality of Chaining Techniques Applied to the RIP of Structured Random Matrices |
One-bit unlimited sampling
|
| |
Michael Rauchensteiner |
Toni Volkmer
|
| |
Robust Identification of two-layer Neural Networks |
NFFT meets Krylov methods: Fast matrix-vector products for the graph Laplacian of fully connected networks
|
| 18:15-18:45 |
Annual meeting of the GAMM Activity Group MSIP |
|
| 18:45 |
Shuttle departure |
Note the change of time! |
| Wednesday |
|
|
| 08:55 |
Shuttle departure from Hotel Glöcklhofer |
| 9:15-10:05 |
Plenary talk by Jalal Fadili |
|
| 10:15-10:40 |
Matthew Thorpe |
Oleh Melnyk
|
| |
Continuum Limits of Semi-Supervised Learning on Graphs |
Phase Retrieval from Local Correlation Measurements with Fixed Shift Length
|
| 10:45-11:10 |
Coffee break |
|
| 11:10-11:35 |
Lutz Kämmerer |
Leon Bungert
|
| |
Multiple rank-1 lattices for highdimensional FFT |
Nonlinear spectral decompositons by gradient flows of one-homogeneous functionals
|
| 11:40-12:05 |
Florian Boßmann |
|
| |
Problems in multidimensional seismic imaging |
|
| 12:10-12:15 |
Closing |
|
| 12:20-13:10 |
Lunch break |
|
| 13:15 |
Shuttle departure |
Conference dinner
The conference dinner will take place on April 1 in the
Hotel Glöcklhofer .
Thanks to generous support of the TUM Universitätsfonds, it can be offered free of charge to all conference participants.
Registration
To register, please fill and sign this
form: registration.pdf
and return it by fax or email to Gislinde Oberländer (contact details are listed on the form). The registration fee is 110€ and includes coffee breaks as well as a a two-course lunch including a soft drink and coffee on each of the conference days.
The deadline has been extended to March 13
Funding for PhD students and postdocs
Thanks to the TUM Universitätsfonds, we can offer some stipends that provide free conference participation (including lunch) and accomodation in shared double rooms participants who contribute a talk or poster about their work. The application deadline has passed.
Accommodation
The deadline for prereserved rooms in the
Hotel Glöcklhofer has passed. Very few rooms may still be available.
The special rate for conference participants is 84 € per night including breakfast and shuttle service to the conference venue for a single room (79 € without the shuttle service)
and 109 € per night for a double room (99 € without the shuttle service).
Please book by directly contacting the hotel and mention the code MSIA as long as rooms are available.
Directions
The Science and Study Center is located a few kilometers outside the city of Burghausen at the address
Raitenhaslach 11, 84489 Burghausen
Closest train station is
Burghausen. Changing trains in
Mühldorf (Oberbay) is necessary.
Closest airport is Munich (MUC). From there, take the train with destination
Regensburg, get off in
Landshut , change to a train to
Mühldorf (Oberbay), and there change again to
Burghausen.
From Burghausen to Raitenhaslach, shuttle service can be booked with the hotel room.
Conference organizers
| Martin Burger |
University of Erlangen-Nuremberg
|
| Brigitte Forster-Heinlein |
University of Passau
|
| Felix Krahmer |
TUM
|
| Stefan Kunis |
University of Osnabrück
|
Contact:
felix.krahmer
tum.de
