Multiple View Geometry

This chapter covers the following recipes:

  • Pinhole camera model calibration
  • Fisheye camera model calibration
  • Stereo rig calibration - estimation of extrinsics
  • Distorting and undistorting points
  • Removing lens distortion effects from an image
  • Restoring a 3D point from two observations through triangulation
  • Finding a relative camera-object pose through the PnP algorithm
  • Aligning two views through stereo rectification
  • Epipolar geometry - computing fundamental and essential matrices
  • Essential matrix decomposition into rotation and translation
  • Estimating disparity maps for stereo images
  • Special case 2-view geometry - estimating homography transformation
  • Planar scene - decomposing homography into rotation and translation ...

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