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Accurate and Practical Calibration of a Depth and Color Camera Pair

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Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 6855))

Abstract

We present an algorithm that simultaneously calibrates a color camera, a depth camera, and the relative pose between them. The method is designed to have three key features that no other available algorithm currently has: accurate, practical, applicable to a wide range of sensors. The method requires only a planar surface to be imaged from various poses. The calibration does not use color or depth discontinuities in the depth image which makes it flexible and robust to noise. We perform experiments with particular depth sensor and achieve the same accuracy as the propietary calibration procedure of the manufacturer.

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References

  1. Heikkilä, J., Silven, O.: A Four-step Camera Calibration Procedure with Implicit Image Correction. In: CVPR, p. 1106. IEEE, Los Alamitos (1997)

    Google Scholar 

  2. Zhang, Z.: Flexible camera calibration by viewing a plane from unknown orientations. In: ICCV, pp. 666–673 (1999)

    Google Scholar 

  3. Zhang, Q., Pless, R.: Extrinsic calibration of a camera and laser range finder (improves camera calibration). In: IROS, vol. 3, pp. 2301–2306 (2004)

    Google Scholar 

  4. Unnikrishnan, R., Hebert, M.: Fast extrinsic calibration of a laser rangefinder to a camera. Robotics Institute, Pittsburgh, Tech. Rep. CMU-RI-TR-05-09 (2005)

    Google Scholar 

  5. Scaramuzza, D., Harati, A., Siegwart, R.: Extrinsic self calibration of a camera and a 3D laser range finder from natural scenes. In: IROS, pp. 4164–4169 (2007)

    Google Scholar 

  6. Fuchs, S., Hirzinger, G.: Extrinsic and depth calibration of tof-cameras. In: CVPR, pp. 1–6 (2008)

    Google Scholar 

  7. Lichti, D.: Self-calibration of a 3D range camera. In: ISPRS, vol. 37(3) (2008)

    Google Scholar 

  8. Zhu, J., Wang, L., Yang, R., Davis, J.: Fusion of time-of-flight depth and stereo for high accuracy depth maps. In: CVPR, pp. 1–8 (June 2008)

    Google Scholar 

  9. Gesture keyboarding, United State Patent US 2010/0 199 228 A1 (August 5, 2010)

    Google Scholar 

  10. Bouguet, J.: Camera calibration toolbox for matlab (March 2010), http://www.vision.caltech.edu/bouguetj/calib_doc/

  11. Hartley, R.I., Zisserman, A.: Multiple View Geometry in Computer Vision, 2nd edn. Cambridge University Press, Cambridge (2004)

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© 2011 Springer-Verlag Berlin Heidelberg

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Herrera C., D., Kannala, J., Heikkilä, J. (2011). Accurate and Practical Calibration of a Depth and Color Camera Pair. In: Real, P., Diaz-Pernil, D., Molina-Abril, H., Berciano, A., Kropatsch, W. (eds) Computer Analysis of Images and Patterns. CAIP 2011. Lecture Notes in Computer Science, vol 6855. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-23678-5_52

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  • DOI: https://doi.org/10.1007/978-3-642-23678-5_52

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-23677-8

  • Online ISBN: 978-3-642-23678-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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