Research


Optimization & Learning

with a focus on graphical models, deep models, and large-scale optimization.

Image Matching

with a focus on 3-9DoF scene flow, as well as jointly recovering multiple physical aspects.

Scene Understanding

with a focus on 3D semantic scene under-standing, and model-based vision.

Bio Imaging

with a focus on segmentation, tracking, and matching – jointly with teams from MPI-CBG.

Image Analysis

with a focus on segmentation, interactive techniques, as well as camera design.