Developer of fast image processing algorithms and data acquisition pipelines for synchrotron X-ray tomography enabling online 3D reconstruction for image-based experiment control.
Interested in deep interactive learning, active learning, semantic/instance segmentation, object detection, interpretability, image manipulation detection. Working with both 2D and 3D data.
Instrument responsible of the nanotomogrpahy station at the imaging beamline P05, at PETRA III (DESY) operated by the Helmholtz Zentrum Hereon. Research interests: Nanoimaging, biomaterials, instrument/ technique development
Interested in everything that is computer vision, regardless of domain
Considering human interaction when designing machine learning (ML) systems bears great potential: On the one hand, decision-making in ML systems remains imperfect in practice, thus requiring human interaction for safety-critical applications such as clinical diagnostics. On the other hand, the …
interested in time-resolved 3d tomographic in-situ observation of dynamic processes in various material systems
PhD student @ IML working on Active Learning and the low label data regime, to bring benefits of Deep Learning to a broader audience of users.
I am working on synchrotron-radiation-based microtomography and phase contrast imaging techniques and their application for in situ/vivo experiments at the outstation of the Helmholtz-Zentrum Hereon at the PETRA III storage ring in Hamburg. Further research interests are tomographic reconstruction techniques, …
Research Engineer in Data Science. I have experience in Data processing in Computer Tomography for Material Science and medical Magnetic Resonance Imaging. I am enthusiastic about Machine Learning and Medical Engineering.
NanoCT
My main interests lie in hard X-ray microscopy with synchrotron radiation and free-electron lasers. I develop both instrumentation and methods for 3D imaging with various X-ray analytical techniques as contrast. Algorithmically, my focus lies on solving inverse problems in tomography …
I am working in radiobiology on preclinical research questions regarding proton brain radiotherapy. For this, I am using medical imaging and microscopy.
Machine Learning Engineer @ Applied Computer Vision Lab
