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Two-dimensional transforms for device color correction and calibration.

Raja Bala1, Gaurav Sharma, Vishal Monga

  • 1Xerox Corporation, Webster, NY 14580, USA. rbala@crt.xerox.com

IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
|August 27, 2005
PubMed
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This study introduces a new two-dimensional color correction method, improving calibration accuracy and device control beyond traditional one-dimensional approaches. This offers better color gamut management and device emulation with minimal cost increase.

Area of Science:

  • Color Science
  • Image Processing
  • Computer Vision

Background:

  • Traditional color device calibration relies on one-dimensional (1-D) per-channel tone-response corrections (TRCs).
  • 1-D TRCs offer simplicity and efficiency but limit control over device color gamut and balance.
  • Existing methods cannot simultaneously achieve gray balance and linear delta-E response across color channels.

Purpose of the Study:

  • To propose a novel two-dimensional (2-D) color correction architecture.
  • To enhance control over device color gamut compared to 1-D methods.
  • To improve calibration accuracy, stability, and cost-effectiveness.

Main Methods:

  • Development of a 2-D color correction architecture.
  • Implementation and testing of the proposed 2-D calibration system.

Related Experiment Videos

  • Comparative analysis against traditional 1-D TRC calibration methods.

    • Main Results:

    • The 2-D architecture provides significantly greater control over the device color gamut.
    • Demonstrated substantial improvements in calibration accuracy and stability.
    • Achieved superior cost-quality tradeoffs for color device emulation.

    Conclusions:

    • The proposed 2-D color correction architecture offers enhanced capabilities over traditional 1-D TRCs.
    • This novel approach provides better color management and device emulation.
    • The 2-D method presents a more effective solution for advanced color device calibration.