System models, calibration and parameter estimation methods

A part of the CVonline computer vision resource summarizing some of the different system models and model calibration methods as commonly used in computer vision and image processing.

1. Camera calibration

   1. Camera pose estimation

      1. Camera auto-calibration, Camera self calibration, Closure phase

         1. Critical motions, relations, scenes

         2. Zoom lens calibration

      2. Camera calibration using calibration targets

   2. Monocular camera calibration

   3. Camera resectioning

2. Eye–hand coordination and calibration

3. Illumination field calibration

4. Image distortion, models and correction

• 1. Chromatic aberration

  2. Defocus aberration

  3. Diffraction/Interference fringes

  4. Ringing artifacts

  5. Fisheye lens

  6. Radial lens distortion

  7. Underwater lens calibration

5. Pinhole camera, intrinsic and extrinsic camera models

6. Radiometric calibration

7. Structured light source calibration