Image Registration, (Underwater) Optical Mapping, Robotic Vision, SLAM, AUV, ROV, UAV, Robotic Planar Pushing, Human-Robot Interaction

PhD student at Deutsches Elektronen-Synchrotron (DESY),

reduction of illumination-artifacts in near-field holography

Deep learning applications and service support.

Beamline manager / Scientist in Charge of PETRA III beamline P02.1. Basic research interests in Mechanochemistry, Quantum Materials, Method development and investigation of cultural heritage objects.

Developer of fast image processing algorithms and data acquisition pipelines for synchrotron X-ray tomography enabling online 3D reconstruction for image-based experiment control.

Using fluorescent imaging and automated analysis of histological sections to investigate pathological phenotypes in the intestine

I am interested in imaging techniques to further improve fully polarimetric synthetic aperture radar (SAR) images.

interested in imaging incl. instruments, applications etc.

Head of RIC Group within DESY-IT

Combining Physics, Medicine, Computational Science, Computer Science, Data Science, sometimes also Applied Math for improving Radiotherapy of Cancer Patients

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

I work with medical images, developing a data pipe of multi-modal images from MRI and CT scans of 2, 3 and 4 dimensions.
Combining and fusing these scans into a better picture of the patient's anatomy to enhance adaptive radiotherapy, …

Phase Contrast Imaging with X-rays
Reconstruction algorithms

My research focus is developing Machine Learning and Computer Vision methods that are tailored towards Remote Sensing and Earth Observation. I have a special interest in Deep Learning (in particular weakly-, semi-, and self-supervised learning) and Ensemble Learning (in particular …

work in progress

Interested in macroscopic imaging of tissue in the shortwave infrared (SWIR, 1000 to 2000 nm). The focus is on tissue that is in some way relevant for tumor surgery, for example lymph nodes.

Pelagic Ecologist interested in in situ observations using various camera systems and acoustics.

I am imaging nanoscale pores and other features in membranes for sperations of either liquids or gases by AFM, SEM and TEM. I used to investigate the fluorescence/ photoluminescence and electroluminescence in electronic devices with optical microscopy, in the visible …

Head of the Helmholtz Imaging Support Unit at DESY Hamburg. Background in computational structural biology, pattern recognition, artificial intelligence, convolutional neural networks and cloud computing.

Interested in biomaterials and the correlative analysis using X-ray based techniques such as computed tomography and diffraction. A special focus lies in the understanding of the interplay between mechanical stresses and degradation in biodegradable magnesium-based implant materials.

Nico Hoffmann is heading Helmholtz AI's young investigator's group "AI for Future Photon Sciences". His research interest are physics-guided machine learning for solving inverse imaging problems as well as application of Reinforcement Learning to planning and control problems arising at …

I am a research scientist working mainly on fully reproducible MRI processing pipelines for very large neuroimaging datasets. My research focus is on mapping the trajectory of neurodegenerative diseases in relation to typical aging with the goal of early disease …

Scientific Metadata and Information Systems Engineering, Semantics, Ontologies, Helmholtz Metadata Collaboration (HMC) - Hub Information,