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Research
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Fields of research and projects
- Fields of research
- Exzellenzcluster Bioss
- Current scientific projects
- Completed scientific projects
- Other projects
Fields of research
- Invariant theory for 2D images and 3D objects.
- Design of Classifiers.
- Fundamental problems in Computer Vision.
- Motion and depth estimation based on stereo and multiple camera views as well as image sequences.
- Digital image filtering and restoration algorithms.
- Multi-spectral image analysis of processes in chemical engineering.
- Development of fast and parallel algorithms.
- Methods of invariant pattern recognition and visual examination of gray value and binary images.
- Development and enhancement of efficient classifiers. Our primary research focus concentrates on Support Vector Machines (SVM).
- Besides projective geometry we also do research on camera models and multi-image geometrical problems.
- Motion and depth estimation for dealing with stereo- and multi camera view records of image sequences in computer vision.
- Non-linear and multi sensor algorithms in the field of image filtering and restoration.
- Monitoring and control of combustion processes and flow structures of circulating fluidized beds.
- Development of fast and parallel algorithms and multi-process structures in image processing and pattern recognition.
Current scientific projects
- Computer-Vision Problems
- Design of Classifiers.
- I-Search Project
- Joint research project for search in large image collections.
- OMIB
- OMNIBUSS
- Projective Geometry, Camera Models and Multiple Image Geometry
- Development and enhancement of efficient classifiers. Our primary research focus concentrates on Support Vector Machines (SVM).
- Online-monitoring and identification of bio-aerosols(BMBF-Verbund-Projekt im Rahmen des Forschungsverbandes
Biophotonik)
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Online-Monitoring Nicht toxischer, Inhalativallergener Bioaerosole und Sonstiger Staubkomponenten
Completed scientific projects
- Pollen recognition
- Noblesse
- Movis
- SFB 238
- DFG Project
- DFG-Schwerpunktprojekt
- "Automatic Identification and Counting of Airborne Pollen Grains", joint research project between
the German Weather Service (DWD), the MeteoSwiss (Project NAPOL II) and the Institute
for Computer Science of the University of Freiburg
- Nonlinear Model-Based Analysis and Description of Images for Multimedia Applications, EU long term research project including 7 European universities (project
coordination TU Hamburg-Harburg)
- MObile Visual-Interpretative System for blind and visually handicapped persons.(BMBF-joint project within the research program "Electronic eye")
- Process measure techniques and dynamic model development for multiphase systems,
Application of digital image processing for local structure analysis in circulating fluidized beds(part project C8)
- Mapping of digital image processing and pattern recognition algorithms to large parallel hardware architectures.
- Automatic visual examination of technical objects.
Research subject: Methods of invariant pattern recognition and visual examination of gray value images.
Other projects
- SIMBA (Search IMages By Appearance)
- I-Search Engine (experimental image search engine)
- SIMBA for the CBIR Seminar (experimentelle Plattform)
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