2 - 4 March 2021 // Nuremberg, Germany
Custom Software Development in the field of Computer Vision
Custom Software Development in the field of Computer Vision
- Stereovision. Security sensors for UAVs, motor vehicles, and robots:
- Algorithms for detecting objects with using a stereo stream:
- Identifying the distance to the object
- Calculating the speed and the trajectories of moving objects
- 3D reconstruction:
- Set of stereo SLAM algorithms
- Algorithm of Multi-view reconstruction with high precision
- Research on the Multi-view SLAM approaches & Fish eye SLAM
- Polarization:
- Identifying surface defects using precise computations pulled from surface profiles
- Clarifying and filling out 3D models using surface profile calculations
- Form defect analysis
- Neural networks:
- Segmentation and classification networks
- Creating datasets
- Model training
- A set of tools for analyzing markup correctness
- Migration to embedded platforms
- Performance optimization
- Stitching panoramas:
- 2D panorama stitching for smartphones (360х180 degrees, dome)
- Stitching panoramas from video streaming
- Camera auto-calibration
- Ghost calculation
- Automatic compensation for camera movement
- Calibration of the optical systems
- Calibration of the internal parameters of camera (by pattern)
- Calibration of the Multi-view systems (by pattern, on motion)
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