### Parallel session 3

Tue, 13:30-15:30

**M2-II: MODELS AND METHODS FOR HYPERSPECTRAL IMAGING**

ORGANIZERS: Martin Burger, Thomas Schuster

TALKS & SPEAKERS:

**Using local sparsity in hyperspectral imaging**

Pia Heins

**Total generalized variation for vector- and tensor-valued data and applications in medical imaging**

Kristian Bredies

**Coupled hyperspectral total variation regularization**

Michael Moller

**Application of preprocessing methods on hyperspectral images from different spectral ranges**

Martin Montag

**M34-II: RECENT TRENDS IN HYBRID TOMOGRAPHY (PART 2)**

ORGANIZERS: Simon Arridge, Marta Betcke, Kim Knudsen

TALKS & SPEAKERS:

**Stability for Current Density Impedance Imaging**

Carlos Montalto

**Reconstructions in Photoacoustics with Variable Sound Speed**

Otmar Scherzer

**Mathematical Modeling in Full Field Optical Coherence Elastography**

Pierre Millien

**Inverse Transport and Acousto-Optic Imaging**

John Schotland

**M11-II: ANALYTICAL ASPECTS OF REGULARISATION: HIGHER-ORDER AND CURVATURE-BASED APPROACHES AND FURTHER TOPICS (PART 2)**

ORGANIZERS: Tuomo Valkonen

TALKS & SPEAKERS:

**How generalised singular vectors can help to develop new regularisation methods**

Martin Benning

**Imaging with Kantorovich-Rubinstein discrepancy**

Dirk Lorenz

**Resolving the white noise paradox in the regularisation of inverse problems**

Hanne Kekkonen

**Nonlinear Diffusions of Image Processing and Their Analysis**

Patrick Guidotti

**M13-II: DISCRETIZATION OF INVERSE PROBLEMS IN BANACH SPACES (PART 2)**

ORGANIZERS: Barbara Kaltenbacher, Christiane Poschl

TALKS & SPEAKERS:

**On self-regularization of illposed problems in Banach spaces by least squares and least error method**

Urve Kangro

**A posteriori choice of the dimension in self-regularization of ill-posed problems by the collocation method**

Uno Hamarik

**Recovering delta-peak solutions for inverse problems by image-side discretization in Radon space**

Kristian Bredies

**Mesh adaptivity for the discretization of sparse elliptic control problems**

Konstantin Pieper

**M20-II: STABILITY ESTIMATES FOR INVERSE PROBLEMS (PART 2)**

ORGANIZERS: Victor Isakov, Jenn-Nan Wang

TALKS & SPEAKERS:

**The stable reconstruction of acoustic and electromagnetic radiation regions at the radiating structure**

Nicolas Valdivia

**Increasing stability phenomena for the Maxwell equations**

Ru-Yu Lai

**Obstacle scattering problems in the high frequency asymptotics**

Luca Rondi

**Stability estimates for multi-frequency inverse scattering problems**

Faouzi Triki

**M48-II: RECENT DEVELOPMENTS ON NUMERICAL INVERSE SCATTERING PROBLEMS (PART 2)**

ORGANIZERS: Jingzhi Li, Hongyu Liu, Jun Zou

TALKS & SPEAKERS:

**On Spectral Analysis and A Novel Algorithm for Transmission Eigenvalue Problems**

Jijun Liu

**An Adaptive Finite Element Method for Reconstruction of the Robin Coefficient**

Yifeng Xu

**Reconstruction of an impedance cylinder at oblique incidence from the far-field data**

Haibing Wang

**M43-I: INVERSE PROBLEMS IN ATMOSPHERIC REMOTE SENSING (PART 1)**

ORGANIZERS: Johanna Tamminen, Andreas Hilboll, Emily King

TALKS & SPEAKERS:

**Observational Requirements for Next-Generation Cloud Remote Sensing Systems: A Bayesian Persective**

Derek Posselt

**CO _{2} Retrievals for the OCO-2 Instrument: Full MCMC Exploration Using a Surrogate Forward-Model**

Jenny Brynjarsdottir

**Dimension Reduction in Bayesian Inverse Problems Applied to Atmospheric Remote Sensing**

Antti Solonen

**Data Fusion for Massive, Remote Sensing Data Sets**

Amy Braverman

**M46-I: LEARNING SUBSPACES (PART 1)**

ORGANIZERS: Massimo Fornasier, Valeriya Naumova

TALKS & SPEAKERS:

**Geometric Methods for the Approximation of High-dimensional Dynamical Systems**

Mauro Maggioni

**Piecewise Data Representation to Learn Manifold and Measures**

Lorenzo Rosasco

**Generalization Performance of Multi-Task Subspace Learning**

Andreas Maurer

**Factor Models for High-dimensional Time Series**

Christine De Mol

**On the Convergence Rate and Some Applications of Regularised Ranking Algorithms**

Sergei Pereverzyev

**M8-II: CURRENT DEVELOPMENTS IN TOMOGRAPHY: FROM ALGORITHMS TO APPLICATIONS (PART 2)**

ORGANIZERS: Jurgen Frikel, Esther Klann, Todd Quinto

TALKS & SPEAKERS:

**X-ray Tensor Tomography: reconstructing sub-pixel X-ray scattering data**

Tobias Lasser

**Assessing undersampling levels in sparsity-regularized X-ray CT**

Jakob Sauer Jorgensen

**Reconstruction methods for atmospheric tomography**

Ronny Ramlau

**Inversion of the Broken Ray transform**

Alexander Katsevich