Weigert group – Bioimage Analysis and Computational Microscopy
My group focuses on image-based machine-learning (AI) approaches to extract quantitative biological information from microscopy images. For this we develop new computer vision methods of that are robust and problem-adapted to the biological questions at hand.
Concretely we are interested in
- Object detection & segmentation: How to delineate biological objects (cell, nuclei) in large 2D and 3D images?
- Computational Microscopy: How to augment microscopes with problem adapted computer vision methods?
- Self–supervised learning: How to extract knowledge from microscopy images and time series without (or with only few) manual annotations