Publications: Specific list not provided, please refer to the 'Publications' section on his personal website for more information. Software Tools: PyFlowReg (GitHub, PyPI), FlowReg3D (in development). Projects Involved: ImageJ/FIJI Plugin and MATLAB Toolbox for 2-Photon Image Registration, Variational 1D Alignment, Multimodal Data Acquisition at SARS-CoV-2 Testing Centers, Motion Analysis in a Study for Auditory Attention.
Research Experience
Current Position: Research Scientist; Research Projects: 1. Motion Correction for Functional Microscopy, developing variational optical flow methods specifically tuned for 2-photon calcium imaging. 2. Motion Magnification and Microexpression Analysis, creating Lagrangian-based amplification techniques. 3. Volumetric Registration and Motion Analysis for 3D Microscopy, extending 2D registration methods to native 3D. Software Tools: PyFlowReg (modern Python implementation for 2D motion correction in microscopy); FlowReg3D (in development, native 3D extension for volumetric microscopy data). Previous Position: Lab Head and Lead Computer Vision Researcher at the Visual Computing for Neuroscience Lab, part of the Systems Neuroscience and Neurotechnology Unit (SNNU), Saarland University (2018-2024).
Background
Research Interests: Computer Vision, Systems Neuroscience, and Bioinformatics; Professional Field: Cross-domain challenges of advanced visual computing methods in specialized biomedical imaging and computational biology workflows; Brief Introduction: Focuses on large-scale multimodal data, 2-photon microscopy, thermal imaging, face analysis, and bridging methods from computer vision and deep learning into modern bioinformatics pipelines.
Miscellany
Contact Information: Can be reached through GitHub, PyPI, or email.