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Strengths and limitations of a uniform 3D-LUT approach for digital camera characterization

Fischer, Sebastian and Myland, Paul and Szarafanowicz, Matthias and Bodrogi, Peter Zsolt and Khanh, Tran Quoc
Society for Imaging Science and Technology (IS&T) (Corporate Creator) (2016):
Strengths and limitations of a uniform 3D-LUT approach for digital camera characterization.
In: Proceedings of the 24th Color and Imaging Conference, In: Color Imaging Conference (CIC), San Diego, 7.-11. November 2016, [Conference or Workshop Item]

Abstract

Digital color imaging technology has become omnipresent in today’s modern life. Digital image capturing and reproduction devices such as smartphones, digital still and video cameras, displays, printers, and color scanners can be found in every home, offering extremely high functionality and flexibility. In order to guarantee qualitatively good results regarding the whole image processing pipeline and to achieve high user acceptance, optimized color conversion and correction algorithms play a crucial role. In this context, a new implementation method of uniform three-dimensional lookup tables (3D-LUTs) based on a standardized pre-measured spectral reflectance database will be presented and applied for the color correction of digital camera systems. The strengths and limitations of such an implementation will be discussed and a performance comparison with the standard 3×3 matrix color correction will be conducted. It can be found that the proposed 3D-LUT approach outperforms the matrix method in terms ofCIEDE2000 color differences and color reproduction properties, but still has its limitations when it comes to achromatic colors and the representation ofcolor gradients.

Item Type: Conference or Workshop Item
Erschienen: 2016
Creators: Fischer, Sebastian and Myland, Paul and Szarafanowicz, Matthias and Bodrogi, Peter Zsolt and Khanh, Tran Quoc
Title: Strengths and limitations of a uniform 3D-LUT approach for digital camera characterization
Language: English
Abstract:

Digital color imaging technology has become omnipresent in today’s modern life. Digital image capturing and reproduction devices such as smartphones, digital still and video cameras, displays, printers, and color scanners can be found in every home, offering extremely high functionality and flexibility. In order to guarantee qualitatively good results regarding the whole image processing pipeline and to achieve high user acceptance, optimized color conversion and correction algorithms play a crucial role. In this context, a new implementation method of uniform three-dimensional lookup tables (3D-LUTs) based on a standardized pre-measured spectral reflectance database will be presented and applied for the color correction of digital camera systems. The strengths and limitations of such an implementation will be discussed and a performance comparison with the standard 3×3 matrix color correction will be conducted. It can be found that the proposed 3D-LUT approach outperforms the matrix method in terms ofCIEDE2000 color differences and color reproduction properties, but still has its limitations when it comes to achromatic colors and the representation ofcolor gradients.

Title of Book: Proceedings of the 24th Color and Imaging Conference
Divisions: 18 Department of Electrical Engineering and Information Technology > Institute for Electromechanical Design > Light Technology
18 Department of Electrical Engineering and Information Technology > Institute for Electromechanical Design
18 Department of Electrical Engineering and Information Technology
Event Title: Color Imaging Conference (CIC)
Event Location: San Diego
Event Dates: 7.-11. November 2016
Date Deposited: 15 Apr 2017 20:05
Additional Information:

doi 10.2352/ISSN.2169-2629.2017.32.315

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