Two-dimensional color correction

Recent advances

Vishal Monga, Raja Bala

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Color device calibration is the process of achieving and maintaining a desired color response. For printers, calibration is typically achieved via 1-D tone reproduction 'curves (TRCs) applied to each of C, M, Y and K colorant channels. This however, can be severely restrictive in the amount of control. For example, 1-D TRCs can be designed for either gray-balance or smooth rendition of individual color ramps, but not both. To enable complete control, 3-D/4-D color transforms may be used but they are at odds with the goal of calibration being a lightweight transform with respect to measurement and computation. In 2004, Bala et al. proposed two-dimensional (2-D) calibration to facilitate a superior cost vs. control trade-off. In this paper, we view the design of cost-effective calibration transforms as a dimensionality reduction problem. We observe that the quality of the transform, i.e. its ability to match a true higher-dimensional (4-D) transform, depends on both the projection operator applied to high-dimensional device inputs, and the functional approximation built out of the reduced dimension variables. With that view, we develop techniques to significantly enhance the accuracy of previously proposed 2-D calibration transforms. In particular, we develop 2-D color transforms that allow complete control of cleverly selected 2-D planes in the 3-D CMY cube. We also develop a novel 2-D calibration LUT for the K channel which exploits the knowledge of printer GCR strategy to improve rendition of dark colors. Experimental results show vastly improved calibration ability particularly for the case of calibrating multiple devices to a common colorimetric aim.

Original languageEnglish (US)
Title of host publicationFifteenth Color Imaging Conference
Subtitle of host publicationColor Science and Engineering Systems, Technologies, and Applications - Final Program and Proceedings
Pages48-53
Number of pages6
StatePublished - Dec 28 2007
Event15th Color Imaging Conference: Color Science and Engineering Systems, Technologies, and Applications, CIC 15 - Albuquerque, NM, United States
Duration: Oct 5 2007Oct 9 2007

Publication series

NameFinal Program and Proceedings - IS and T/SID Color Imaging Conference
ISSN (Print)1083-1304

Other

Other15th Color Imaging Conference: Color Science and Engineering Systems, Technologies, and Applications, CIC 15
CountryUnited States
CityAlbuquerque, NM
Period10/5/0710/9/07

Fingerprint

Calibration
Color
Costs

All Science Journal Classification (ASJC) codes

  • Computer Vision and Pattern Recognition

Cite this

Monga, V., & Bala, R. (2007). Two-dimensional color correction: Recent advances. In Fifteenth Color Imaging Conference: Color Science and Engineering Systems, Technologies, and Applications - Final Program and Proceedings (pp. 48-53). (Final Program and Proceedings - IS and T/SID Color Imaging Conference).
Monga, Vishal ; Bala, Raja. / Two-dimensional color correction : Recent advances. Fifteenth Color Imaging Conference: Color Science and Engineering Systems, Technologies, and Applications - Final Program and Proceedings. 2007. pp. 48-53 (Final Program and Proceedings - IS and T/SID Color Imaging Conference).
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Monga, V & Bala, R 2007, Two-dimensional color correction: Recent advances. in Fifteenth Color Imaging Conference: Color Science and Engineering Systems, Technologies, and Applications - Final Program and Proceedings. Final Program and Proceedings - IS and T/SID Color Imaging Conference, pp. 48-53, 15th Color Imaging Conference: Color Science and Engineering Systems, Technologies, and Applications, CIC 15, Albuquerque, NM, United States, 10/5/07.

Two-dimensional color correction : Recent advances. / Monga, Vishal; Bala, Raja.

Fifteenth Color Imaging Conference: Color Science and Engineering Systems, Technologies, and Applications - Final Program and Proceedings. 2007. p. 48-53 (Final Program and Proceedings - IS and T/SID Color Imaging Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Monga V, Bala R. Two-dimensional color correction: Recent advances. In Fifteenth Color Imaging Conference: Color Science and Engineering Systems, Technologies, and Applications - Final Program and Proceedings. 2007. p. 48-53. (Final Program and Proceedings - IS and T/SID Color Imaging Conference).