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SMPTE Meetings and Conferences ( October 2013)
[ACTIVE]

Camera Radiometric Calibration from Motion Images

Metadata

Publisher
SMPTE — White Plains, NY
Doc Type
Conference Paper
Content Type
Original Research
Volume
2013, No. 10, pp. 1–10
Abstract
We present a research study for estimating a camera's radiometric response function from a series of motion images. Current methods to estimate this function rely on multiple static images taken under different exposures or different lighting conditions, the use of measurement charts, image sets from point-and-shoot only cameras, or assume a simplistic model of the function's shape. All these become impractical when it comes to having a robust efficient method that can fit into motion picture industry post-production workflows, ACES as an example, where simplicity and accuracy are very important. In this paper we present a research methodology based on the work of Lin et al. expanding it to the use of measured color characteristics in a motion image sequence and include additional constraints during the estimation. Using footage from an ARRI D21, preliminary results are presented and discussed.
Publication Date
2013-10-01
DOI
10.5594/M001510
Link
https://doi.org/10.5594/M001510
Author(s)
Ricardo R. FigueroaRochester Institute of Technology
Jinwei GuSRI International
Keyword(s)
HDR
Copyright
© 2013 Society of Motion Picture and Television Engineers, Inc.

Bibliographic Reference(s)

  • 1. Ampas image interchange framework , http://www.oscars.org/science-technology/council/projects/pdf/ACESOverview.pdf . EXTERNAL
  • 10. Manders C. Aimone C. Mann. S. Camera response function recovery from different illuminations of identical subject matter . In Image Processing, 2004. ICIP '04. 2004 International Conference on , volume 5 , pages 2965 – 2968 Vol. 5 , oct. 2004 . EXTERNAL
  • 11. Mitsunaga T. Nayar. S.K. Radiometric self calibration . In Computer Vision and Pattern Recognition, 1999. IEEE Computer Society Conference on. , volume 1 , pages 2 vol. (xxiii+637+663), 1999 . EXTERNAL
  • 2. Debevec Paul E. Malik Jitendra . Recovering high dynamic range radiance maps from photographs . In Proceedings of the 24th annual conference on Computer graphics and interactive techniques , SIGGRAPH '97, pages 369 – 378 , New York, NY, USA , 1997 . ACM Press/Addison- Wesley Publishing Co. EXTERNAL
  • 3. Diaz M. Sturm. P. Radiometric calibration using photo collections . In Computational Photography (ICCP), 2011 IEEE International Conference on , pages 1 – 8 , april 2011 . EXTERNAL
  • 4. Farid H. Blind inverse gamma correction . Image Processing, IEEE Transactions on , 10 ( 10 ): 1428 – 1433 , oct 2001 . EXTERNAL
  • 5. Grossberg M.D. Nayar. S.K. Determining the camera response from images: what is knowable? Pattern Analysis and Machine Intelligence, IEEE Transactions on , 25 ( 11 ): 1455 – 1467 , nov. 2003 . EXTERNAL
  • 6. Grossberg M.D. Nayar. S.K. Modeling the space of camera response functions . Pattern Analysis and Machine Intelligence, IEEE Transactions on , 26 ( 10 ): 1272 – 1282 , oct. 2004 . EXTERNAL
  • 7. Kim Seon Joo Frahm J.-M. Pollefeys M. . Joint feature tracking and radiometric calibration from auto-exposure video . In Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on , pages 1 – 8 , oct. 2007 . EXTERNAL
  • 8. Kuthirummal Sujit Agarwala Aseem Goldman Dan B Nayar Shree K . Priors for large photo collections and what they reveal about cameras . In Computer Vision—ECCV 2008 , pages 74 – 87 . Springer , 2008 . EXTERNAL
  • 9. Lin S. Gu Jinwei Yamazaki S. Shum Heung-Yeung . Radiometric calibration from a single image . In Computer Vision and Pattern Recognition, 2004. CVPR 2004. Proceedings of the 2004 IEEE Computer Society Conference on , volume 2, pages II-938 – II-945 Vol.2, june-2 july 2004 . EXTERNAL
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Ricardo R. Figueroa and Jinwei Gu; Camera Radiometric Calibration from Motion Images, SMPTE Meetings and Conferences ( October 2013); SMPTE, 2013. Available at https://doi.org/10.5594/M001510
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Ricardo R. Figueroa and Jinwei Gu; Camera Radiometric Calibration from Motion Images, SMPTE Meetings and Conferences ( October 2013); SMPTE, 2013. Available at https://doi.org/10.5594/M001510

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Ricardo R. Figueroa and Jinwei Gu; Camera Radiometric Calibration from Motion Images, SMPTE Meetings and Conferences ( October 2013); SMPTE, 2013. Available at https://doi.org/10.5594/M001510
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<span class="citation">Ricardo R. Figueroa and Jinwei Gu; <cite>Camera Radiometric Calibration from Motion Images</cite>, SMPTE Meetings and Conferences ( October 2013); SMPTE, 2013. Available at <a href="https://doi.org/10.5594/M001510" target="_blank" rel="noopener">https://doi.org/10.5594/M001510</a></span>

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Ricardo R. Figueroa and Jinwei Gu; Camera Radiometric Calibration from Motion Images, SMPTE Meetings and Conferences ( October 2013); SMPTE, 2013
doi: 10.5594/M001510
url: https://doi.org/10.5594/M001510
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Ricardo R. Figueroa and Jinwei Gu; <cite id="bib-10-5594-m001510">Camera Radiometric Calibration from Motion Images</cite>, SMPTE Meetings and Conferences ( October 2013); SMPTE, 2013
<span class="doi">10.5594/M001510</span>
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