2D/3D image processing
- Embedded image acquisition systems with image preprocessing (FPGA platform for image processing)
- Special camera systems for 2D/3D image processing tasks (sensor heads)
- Optical 3D sensors (stereo and pattern projection methods, Lidar, ToF)
- Robot-guided machine and process integrated 2D/3D image processing systems
- Image processing interfaces for real-time peripheral communication
- Methods and system techniques for highly dynamic 2D and 3D coordinate measurement
- Investigation and development of precision measuring methods for tactile and non-contact three-coordinate measurement / multidimensional edge detection
- Evaluation of image sensors/camera systems under the aspects of EMVA1288
- Special illumination systems and special electronics for multi-channel image acquisition (2D-/3D- and multispectral)
JENOPTIK
TU Ilmenau
Multimodal and multispectral image processing
- Multispectral 2D/3D image acquisition systems (VIS, NIR, SWIR)
- Multimodal 2D/3D image data acquisition and image data processing (VIS, NIR, SWIR, LWIR)
- Spectral multi-channel image acquisition
- Spectral image processing
- Optical microsystems technology for hyperspectral sensor technology
- Miniaturized spectral sensor technology
- Application in medical fields (determination of vital parameters, early detection of cancer)
- Human-machine interaction, object recognition, sorting
- Calibration of multimodal sensor systems
Object recognition/machine learning/KI
- Methods of object/pattern recognition and machine learning/AI in 2D/3D/color, multichannel and spectral images
- Image analysis and parallel multi-channel sorting of natural products (seeds, rocks, etc.), building materials and plastics
- Methods for automating visual inspection and technical detection (defect detection on technical surfaces, detection of material defects, detection of deviations in shape, color and texture, etc.)
- Methods of object segmentation
- Generation of real world 3D training data
- Fusion of image-analytical and spectral-analytical features for automated object recognition
- Methods for optimal application-specific classifier selection
- Methods of data augmentation underrepresented defect classes
TU Ilmenau / QBV
SYNCOS GmbH
Quality assurance / quality management
- Process oriented quality assurance
- Statistical Process Control (SPC)
- Procedures and methods for automatic 100% testing
- Teaching and training for quality assurance
- Qualification "DGQ Quality System Manager Junior"
