High-performance Computing, Deep Learning, Big-data Analysis
Photogrammetry, Computer Vision, Remote Sensing, Statistical Modeling, 3D Reconstruction
Structural Optimization, Advanced CAD Modeling, Computational Mechanics
Algorithm, Operations Research, Full Stack Development
Goal: Automatic generation of individual measurement plan for manufactured parts
Industry: Manufacturing (automobile)
Application: Quality control/management
Key techniques: CAD model processing, geometry classification , function analysis, assembly analysis
Goal: 4D Reconstruction of construction site and monitoring of
construction process and quality based on sensor networks
Industry: Construction
Application: Project management (process control), quality control
Key techniques: Camera network, laser scanning (LiDAR), 3D scene reconstruction,
3D object detection/reconstruction, component classification, inventory investigation/database, change detection
Goal: Accurate (re)mapping and assessment of existing/aged buildings
Industry: Real estate, Bank
Application: Estimate of real estate
Key techniques: Mobile mapping system (camera + LiDAR),
3D building reconstruction,
3D indoor scene reconstruction, change/deformation detection, quality assessment
3D Reconstruction
Image orientation
Labeling & Classification
Scene Interpretation
CAD Model Analysis
AI for Industry
Know-how Transfer
Proof-of-Concept
Prototyping
Airborne camera (UAV)
Airborne LiDAR (UAV)
Terrestrial camera
Terrestrial LiDAR
Sensor network