Inverse Problems and Applications (IPA)

Description / Outline

In general, inverse problems are concerned with (1) reconstructing signals from observations and/or (2) controlling systems to a desired effect. Inverse problems occur in a variety of domains and applications, ranging from tomographic reconstruction to particle physics to machine learning.  The IPA group is dedicated to identifying and solving such inverse problems with a strong focus on radiological applications:
•    Tomographic reconstruction for different modalities under non-optimal conditions
•    Rigid and non-rigid motion estimation and correction
•    Image quality
•    Blood flow analysis
•    Ionizing radiation dose estimation and optimization