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Virtual Journal for Biomedical Optics

Virtual Journal for Biomedical Optics

| EXPLORING THE INTERFACE OF LIGHT AND BIOMEDICINE

  • Editors: Andrew Dunn and Anthony Durkin
  • Vol. 8, Iss. 10 — Nov. 8, 2013

Flexible camera calibration using not-measured imperfect target

Lei Huang, Qican Zhang, and Anand Asundi  »View Author Affiliations


Applied Optics, Vol. 52, Issue 25, pp. 6278-6286 (2013)
http://dx.doi.org/10.1364/AO.52.006278


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Abstract

A constrained optimization process is proposed for camera calibration with an imperfect and not-measured calibration target. The proposed method uses the geometry of the calibration target in an optimization process with constraints based on the pattern design statistically. As a result, the camera can be calibrated in the absolute scale without taking any measurement of the imperfect calibration target. It is verified through simulation and experiment that the reprojection errors by using the proposed method are obviously smaller than those of the traditional calibration approach by trusting an imperfect target. The slightly higher measurement precision is also exemplified through an experimental calibration of a stereo vision system.

© 2013 Optical Society of America

OCIS Codes
(040.1490) Detectors : Cameras
(120.0120) Instrumentation, measurement, and metrology : Instrumentation, measurement, and metrology
(150.0150) Machine vision : Machine vision
(150.1488) Machine vision : Calibration

ToC Category:
Machine Vision

History
Original Manuscript: June 3, 2013
Revised Manuscript: August 1, 2013
Manuscript Accepted: August 1, 2013
Published: August 26, 2013

Virtual Issues
Vol. 8, Iss. 10 Virtual Journal for Biomedical Optics

Citation
Lei Huang, Qican Zhang, and Anand Asundi, "Flexible camera calibration using not-measured imperfect target," Appl. Opt. 52, 6278-6286 (2013)
http://www.opticsinfobase.org/vjbo/abstract.cfm?URI=ao-52-25-6278


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References

  1. F. Chen, G. M. Brown, and M. Song, “Overview of three-dimensional shape measurement using optical methods,” Opt. Eng. 39, 10–22 (2000). [CrossRef]
  2. G. Sansoni, M. Carocci, and R. Rodella, “Calibration and performance evaluation of a 3-D imaging sensor based on the projection of structured light,” IEEE Trans. Instrum. Meas. 49, 628–636 (2000). [CrossRef]
  3. J. Y. Bouguet, “Camera Calibration Toolbox for Matlab,” http://www.vision.caltech.edu/bouguetj/calib_doc/ .
  4. R. Y. Tsai, “A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf TV cameras and lenses,” IEEE J. Robot. Autom. 3, 323–344 (1987). [CrossRef]
  5. H. Zhang, M. J. Lalor, and D. R. Burton, “Robust, accurate seven-sample phase-shifting algorithm insensitive to nonlinear phase-shift error and second-harmonic distortion: a comparative study,” Opt. Eng. 38, 1524–1533 (1999). [CrossRef]
  6. R. Legarda-Saenz, T. Bothe, and W. P. Juptner, “Accurate procedure for the calibration of a structured light system,” Opt. Eng. 43, 464–471 (2004). [CrossRef]
  7. L. Huang, P. S. K. Chua, and A. Asundi, “Least-squares calibration method for fringe projection profilometry considering camera lens distortion,” Appl. Opt. 49, 1539–1548 (2010). [CrossRef]
  8. Q. Hu, P. S. Huang, Q. Fu, and F.-P. Chiang, “Calibration of a three-dimensional shape measurement system,” Opt. Eng. 42, 487–493 (2003). [CrossRef]
  9. M. C. Knauer, J. Kaminski, and G. Häusler, “Phase measuring deflectometry: a new approach to measure specular free-form surfaces,” Proc. SPIE 5457, 366–376 (2004). [CrossRef]
  10. M. Petz and R. Tutsch, “Reflection grating photogrammetry: a technique for absolute shape measurement of specular free-form surfaces,” Proc. SPIE 5869, 58691D (2005). [CrossRef]
  11. L. Huang, C. Seng Ng, and A. Krishna Asundi, “Fast full-field out-of-plane deformation measurement using fringe reflectometry,” Opt. Lasers Eng. 50, 529–533 (2012). [CrossRef]
  12. L. Huang, C. S. Ng, and A. K. Asundi, “Dynamic three-dimensional sensing for specular surface with monoscopic fringe reflectometry,” Opt. Express 19, 12809–12814 (2011). [CrossRef]
  13. B. Pan, D. Wu, and L. Yu, “Optimization of a three-dimensional digital image correlation system for deformation measurements in extreme environments,” Appl. Opt. 51, 4409–4419 (2012). [CrossRef]
  14. D. C. Brown, “Close-range camera calibration,” Photogramm. Eng. 37, 855–866 (1971).
  15. I. Sobel, “Calibrating computer controlled cameras for perceiving 3-D scenes,” Artif. Intell. 5, 185–198 (1974). [CrossRef]
  16. J. Lavest, M. Viala, and M. Dhome, “Do we really need an accurate calibration pattern to achieve a reliable camera calibration?” in Proceeding of ECCV’98, 5th European Conference on Computer Vision (Springer, 1998), pp. 158–174.
  17. A. Albarelli, E. Rodolà, and A. Torsello, “Robust camera calibration using inaccurate targets,” in BMVC, F. d. r. Labrosse, R. Zwiggelaar, Y. Liu, and B. Tiddeman, eds. (British Machine Vision Association, 2010), pp. 1–10.
  18. K. H. Strobl and G. Hirzinger, “More accurate pinhole camera calibration with imperfect planar target,” in 2011 IEEE International Conference on Computer Vision Workshops (IEEE, 2011).
  19. K. H. Strobl and G. Hirzinger, “More accurate camera and hand-eye calibrations with unknown grid pattern dimensions,” in IEEE International Conference on Robotics and Automation (IEEE, 2008), pp. 1398–1405.
  20. C. Schmalz, F. Forster, and E. Angelopoulou, “Camera calibration: active versus passive targets,” Opt. Eng. 50, 113601 (2011). [CrossRef]
  21. L. Huang, Q. Zhang, and A. Asundi, “Camera calibration with active phase target: improvement on feature detection and optimization,” Opt. Lett. 38, 1446–1448 (2013). [CrossRef]
  22. S. I. Granshaw, “Bundle adjustment methods in engineering photogrammetry,” Photogramm. Rec. 10, 181–207 (1980). [CrossRef]
  23. B. Triggs, P. McLauchlan, R. Hartley, and A. Fitzgibbon, “Bundle adjustment—a modern synthesis,” in Vision Algorithms: Theory and Practice, B. Triggs, A. Zisserman, and R. Szeliski, eds. (Springer, 2000), pp. 298–372.
  24. A. Albarelli, E. Rodolà, and A. Torsello, “Robust camera calibration using inaccurate targets,” Trans. Pattern Anal. Mach. Intell. 31, 376–383 (2009).

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