Kornel

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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