PhD in computer vision and image processing. Passionate about developing new solutions in domains such as:
- Object detection, recognition and categorization (cascade training, local and global image features, SVMs, BoW),
- Modeling 2-D or 3-D objects (PCA, deformable models, ASM, AAM, CLM, pose estimation),
- 3-D scene reconstruction (depth sensors, point clouds, surface reconstruction),
- Visual surveillance systems (ONVIF, speed dome cameras, wide angle lenses),
- Human-computer interactions (human activity and gesture recognition),
- Camera models, calibration and object's pose estimation (projections, stereo reconstruction),
- Motion analysis and tracking (optical flow, time-series, GPS and IMU sensors).
Technical skills: cross-platform C/C++/C++11, OpenCV, PCL, alglib, Eigen, libsvm, Intel TBB, protobuf, tinyxml, OpenMP, POCO, Boost, Qt