/cvcourse

Primary LanguagePython

Camera tracking with OpenCV

Corner detection

  • Shi-Tomasi Corner Detector
  • Lucas–Kanade Optical Flow
  • Conrer detection on multiple scales
  • Additional corner quality metrics

Camera tracking

  • Initial position initialisation using essential matrix
  • EPnP with RANSAC for position solving
  • Triangulation with RANSAC for triangulating multiple frames
  • Bundle adjustment with autograd by jax