Forschungsüberblick
Computer Vision/Image Processing
- Multi-frame blind deconvolution and super-resolution
- Camera shake removal
- Optical aberration removal
- Miscellaneous deconvolution
- Image denoising
Machine Learning
- Linear and nonlinear ICA
- Deep learning
- Reinforcement learning
Applications
- Image analysis in cosmology
- Earth system science/Ecoinformatics
- Phase retrieval