Fig. 1. Imaging model of pinhole camera
[23] Fig. 2. Lens distortion
Fig. 3. Plane calibration boards. (a) Checkerboard; (b) solid circle; (c) concentric ring; (d) phase target
Fig. 4. Radial distortion of lens
Fig. 5. Partial processes of chessboard calibration method. (a) Checkerboard patterns captured by camera under different poses; (b) corners of calibration image
Fig. 6. Double parallel plane model
Fig. 7. Schematic of perspective protection of spatial circle
[31] Fig. 8. Perspective projection transformation of spatial concentric circle
[33]. (a) Concentric circle in object plane; (b) concentric circle in imaging plane
Fig. 9. Principle diagram of line-edge segmentation
[40]. (a) Principle of segmentation; (b) result of segmentation
Fig. 10. Iterative calibration process of circular feature points on target
[46] Fig. 11. Phase target patterns. (a) Horizontal sinusoidal fringe; (b) vertical sinusoidal fringe; (c) phase target determined by horizontal and vertical sinusoidal fringes
Fig. 12. Mapping relationship between world coordinates of phase points and camera pixel coordinates
[55] Fig. 13. New applications of camera technology. (a) Optical system and opto-mechanical image of spatial fisheye camera
[94]; (b) 3D shape measurement of specular objects based on bi-telecentric lens camera
[95]; (c) application and calibration of underwater camera
[96]; (d) application and calibration of defocus camera
[97] Fig. 14. Checkerboard images before and after calibration
[103]. (a) Distorted; (b) corrected
Fig. 15. Self-calibration method in Ref. [104]
Fig. 16. Calibration of wide-angle lens distortion
[103]. (a) Diagram of experimental apparatus; (b) radial distorted phase distribution
Fig. 17. Schematic of bi-telecentric camera system
[106] Fig. 18. Calibration process of defocus camera
[117] Fig. 19. Estimation procedures of defocus map
[97] Fig. 20. Calibration process of camera
[116] Method | Ref. | Target | Complexity | Speed | Accuracy | Robustness |
---|
Traditional calibration method | [35] | Yes | Low | Medium | Low | Low | [39] | Yes | High | Low | High | High | [28] | Yes | Low | Medium | High | High | [43] | Yes | High | Low | High | High | [33] | Yes | Medium | Medium | High | High | [55] | Yes | Low | High | High | High | Self-calibration method | [63] | No | High | High | Low | Low | [65] | No | Medium | High | Low | Low | [72] | No | Medium | High | Low | Medium | Active-vision-based calibration method | [76] | No | Low | High | Low | Medium | [77] | Yes | Low | High | Medium | Medium | [81] | No | Low | High | Medium | Medium | [82] | No | Low | High | Medium | High |
|
Table 1. Performance comparison among different calibration methods