Skip to main content

Performance Comparison of Uniform Color Spaces by Integrating into a Tone Mapping Operator

  • Conference paper
  • First Online:

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 477))

Abstract

Typically, tone mapping operators are used to map luminance of high dynamic range (HDR) scenes to that of a displayable range. The goal of this study was to compare the performance of different uniform color spaces (CIELAB, ICTCP, and Jazbz) by integrating them into a tone mapping operator. The Contrast Limited Adaptive Histogram Equalization-based Tone Mapping Operator (CLAHE-TMO) was used here. For this purpose, the HDR radiance map of a given scene was first constructed from multiple exposures of the scene captured by using an ordinary RGB camera. The radiance map was then transformed to a uniform color space for the application of TMO on its lightness channel. A psychophysical experiment was conducted using pair comparison method to compare performance of different uniform color spaces. Tone mapped images were compared in four different contexts: preference, naturalness, contrast, and texture details. The experimental results are reported here.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   259.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   329.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   329.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  1. Boitard R, Pourazad MT, Nasiopoulos P, Slevinsky J (2015) Demystifying high-dynamic-range technology: a new evolution in digital media. IEEE Consum Electron Mag 4(4):72–86

    Article  Google Scholar 

  2. Debevec PE, Malik J (2008) Recovering high dynamic range radiance maps from photographs. In: Proceedings of ACM SIGGRAPH (ACM), p 31

    Google Scholar 

  3. Yoshida A, Blanz V, Myszkowski K, Seidel HP (2005) Perceptual evaluation of tone mapping operators with real-world scenes. In: Electronic imaging, international society for optics and photonics, pp 192–203

    Google Scholar 

  4. Larson GW, Rushmeier H, Piatko C (1997) A visibility matching tone reproduction operator for high dynamic range scenes. IEEE Trans Visual Comput Graphics 3(4):291–306

    Google Scholar 

  5. Zuiderveld K (1994) Contrast limited adaptive histogram equalization. In: Graphics gems IV, Academic Press Professional Inc., pp 474–485

    Google Scholar 

  6. Dolby (2016) What is ICTCP—Introduction? White paper, version 7.1, Dolby, United States

    Google Scholar 

  7. Safdar M, Cui G, Kim YJ, Luo MR (2017) Perceptually uniform color space for image signals including high dynamic range and wide gamut. Opt Express 25(13):15131–15151

    Article  Google Scholar 

  8. International Commission on Illumination (CIE) (2004) Colorimetry, CIE Publication No. 15, CIE Central Bureau, Vienna, Austria

    Google Scholar 

  9. Fairchild MZD (2007) The HDR photographic survey. In: Color and imaging conference, Society for Imaging Science and Technology. pp 233–238

    Google Scholar 

  10. Safdar M, Luo MR, Zhu Y, Liu XY (2016) Obtaining absolute scene luminance using HDR imaging. In: Ouyang Y et al (eds) Advanced graphic communications, packaging technology and materials, Lecture Notes in Electrical Engineering 369. Doi:https://doi.org/10.1007/978-981-10-0072-0_18

  11. Kuang J, Johnson GM, Fairchild MD (2007) iCAM06: a refined image appearance model for HDR image rendering. J Vis Commun Image Represent 18(5):406–414

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ming Ronnier Luo .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer Nature Singapore Pte Ltd.

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Khan, M.U., Safdar, M., Mughal, M.F., Luo, M.R. (2018). Performance Comparison of Uniform Color Spaces by Integrating into a Tone Mapping Operator. In: Zhao, P., Ouyang, Y., Xu, M., Yang, L., Ren, Y. (eds) Applied Sciences in Graphic Communication and Packaging. Lecture Notes in Electrical Engineering, vol 477. Springer, Singapore. https://doi.org/10.1007/978-981-10-7629-9_5

Download citation

  • DOI: https://doi.org/10.1007/978-981-10-7629-9_5

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-7628-2

  • Online ISBN: 978-981-10-7629-9

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics