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

Fischer, Sebastian ; Myland, Paul ; Szarafanowicz, Matthias ; Bodrogi, Peter Zsolt ; Khanh, Tran Quoc
Society for Imaging Science and Technology (IS&T) (ed.) :

Strengths and limitations of a uniform 3D-LUT approach for digital camera characterization.
Society for Imaging Science and Technology (IS&T) (.) In: Color Imaging Conference (CIC), 7.-11. November 2016, San Diego. Proceedings of the 24th Color and Imaging Conference
[Konferenz- oder Workshop-Beitrag], (2016)

Kurzbeschreibung (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.

Typ des Eintrags: Konferenz- oder Workshop-Beitrag (Keine Angabe)
Erschienen: 2016
Autor(en): Fischer, Sebastian ; Myland, Paul ; Szarafanowicz, Matthias ; Bodrogi, Peter Zsolt ; Khanh, Tran Quoc
Titel: Strengths and limitations of a uniform 3D-LUT approach for digital camera characterization
Sprache: Englisch
Kurzbeschreibung (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.

Buchtitel: Proceedings of the 24th Color and Imaging Conference
Fachbereich(e)/-gebiet(e): 18 Fachbereich Elektrotechnik und Informationstechnik > Institut für Elektromechanische Konstruktionen > Lichttechnik
18 Fachbereich Elektrotechnik und Informationstechnik > Institut für Elektromechanische Konstruktionen
18 Fachbereich Elektrotechnik und Informationstechnik
Veranstaltungstitel: Color Imaging Conference (CIC)
Veranstaltungsort: San Diego
Veranstaltungsdatum: 7.-11. November 2016
Hinterlegungsdatum: 15 Apr 2017 20:05
Zusätzliche Informationen:

doi 10.2352/ISSN.2169-2629.2017.32.315

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