Research
- Research Groups
- Research Projects
- Pattern Recognition Blog
- Cognitive Computational Neuroscience
- Computer Vision
- Automatic classification and image analysis of confocal laser endomicroscopy images
- Automatic Intraoperative Tracking for Workflow and Dose Monitoring in X-Ray-based Minimally Invasive Surgeries
- Digital Pathology – New Approaches to the Automated Image Analysis of Histologic Slides
- ICONOGRAPHICS: Computational Understanding of Iconography and Narration in Visual Cultural Heritage
- Kommunikation und Sprache im Reich. Die Nürnberger Briefbücher im 15. Jahrhundert: Automatische Handschriftenerkennung – historische und sprachwissenschaftliche Analyse.
- Datasets
- Publications
- Research Demo Videos
- Competitions
- Data Processing for Utility Infrastructure
- Enterprise Computing
- Image Analysis
- Image Fusion
- Inverse Problems and Applications (IPA)
- RTG 1773: Heterogeneous Image Systems, Project C1
- Improving multi-modal quantitative SPECT with Deep Learning approaches to optimize image reconstruction and extraction of medical information
- Automatic Intraoperative Tracking for Workflow and Dose Monitoring in X-Ray-based Minimally Invasive Surgeries
- SmartCT – Erforschung und Entwicklung von Methoden der Künstlichen Intelligenz für ein autonomes Roboter-CT System zur 3D-Digitalisierung beliebiger Objekte
- An AI-based framework for visualizing and analyzing massive amounts of 4D tomography data for beamline end users
- Learning Algorithms for Medical Big Data Analysis (LAMBDA)
- Development of multi-modal, multi-scale imaging framework for the early diagnosis of breast cancer
- Deep Learning for Multi-modal Cardiac MR Image Analysis and Quantification
- Digitalization in clinical settings using graph databases
- Deep-Learning basierte Segmentierung und Landmarkendetektion auf Röntgenbildern für unfallchirurgische Eingriffe
- Magnetic Resonance Imaging (MRI)
- Ophthalmic Imaging
- Precision Learning
- Speech Processing and Language Understanding
- Training Network on Automatic Processing of PAthological Speech
- Development of a digital therapy tool as an exercise supplement for speech disorders and facial paralysis
- Deep Learning Applied to Animal Linguistics
- Modelling the progression of neurological diseases
- Deep Learning based Noise Reduction for Hearing Aids
- Time Series Intelligence