Examples of past projects
- detecting surface foreign objects in meat, nuts and other food products
- fruit quality estimation using hyperspectral imaging (brix, acidity, firmness) - tomatoes, apples, strawberries, blueberries, kiwi, avocado, ...
- high-throughput sea food quality estimation
- dry matter content estimation in plant leaves using hyperspectral
- moisture detection in food production
- detecting seed germination status
- detecting development stages of insect larvae
- estimating nicotine and sugar content in tobacco
- developing use-configurable processing pipeline for high-throughput plant phenotyping
- estimating sugar content in potato breeding using hyperspectral
- detecting defects of french fries using hyperspectal imaging
- classifying tree species in wood production
- developing high-throughput corrections for hyperspectral sensors (reflectance, smile, bad-pixels)
- separating subtle color subtypes in diamond processing
- detecting grain and non-grain material in a harvester in a free-fall scenario
- detecting different types of rust in wire/cable production
- separating different types of plastics in recycling using hyperspectral imaging
- separating black plastics with diverse MWIR sensors
- detecting and classifying wood defects (knots, holes, resign pockets)
- detecting human activity patterns in videos (DARPA)
- classifying metal defect subtypes in steel mill processing
- detecting specific machinery states in surveillance cameras in offshore installation
- detecting people entering virtual red zones in offshore highly-cluttered industrial environments
- detecting high-level poultry quality parameters using spectral imaging
- recognizing specific type of a bakery product for process optimization
- detecting plant virus infections using hyperspectral imaging
- mineral particle classification using hyperspectral high-throughput system
- waste-rock sorting (from hyperspectral to color/texture/polarized illumination)
- 3D ultrasound tissue characterization and organ segmentation (2006-2012)
- drone detection by active audio (2014)
- real-time gender classification from face images (2012)
- credit card fraud pattern analysis (2012)
- pedestrian detection in intelligent driver support system (2006)
- sorting luggage based on complex criteria in airport logistic system (2007)
- detecting animal behavioral patterns (2007)
- automatic detection of specific surgical instruments in an operating theater (2010)
- real-time human pose recognition in an interactive game (2009)
- psychological disorder classification based on eye movement analysis
- real-time classification of signals in brain-computer interface for paralyzed patients