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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
Hrsg.: Society for Imaging Science and Technology (IS&T) (2016)
Strengths and limitations of a uniform 3D-LUT approach for digital camera characterization.
24th Color and Imaging Conference (CIC). San Diego, USA (07.-11.11.2016)
doi: 10.2352/ISSN.2169-2629.2017.32.315
Konferenzveröffentlichung, Bibliographie

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: Konferenzveröffentlichung
Erschienen: 2016
Autor(en): Fischer, Sebastian ; Myland, Paul ; Szarafanowicz, Matthias ; Bodrogi, Peter Zsolt ; Khanh, Tran Quoc
Art des Eintrags: Bibliographie
Titel: Strengths and limitations of a uniform 3D-LUT approach for digital camera characterization
Sprache: Englisch
Publikationsjahr: 7 November 2016
Verlag: Society for Imaging Science and Technology
Buchtitel: Proceedings of the 24th Color and Imaging Conference
Veranstaltungstitel: 24th Color and Imaging Conference (CIC)
Veranstaltungsort: San Diego, USA
Veranstaltungsdatum: 07.-11.11.2016
DOI: 10.2352/ISSN.2169-2629.2017.32.315
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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.

Fachbereich(e)/-gebiet(e): 18 Fachbereich Elektrotechnik und Informationstechnik
18 Fachbereich Elektrotechnik und Informationstechnik > Institut für Elektromechanische Konstruktionen (aufgelöst 18.12.2018)
18 Fachbereich Elektrotechnik und Informationstechnik > Lichttechnik (ab Okt. 2021 umbenannt in "Adaptive Lichttechnische Systeme und Visuelle Verarbeitung")
Hinterlegungsdatum: 15 Apr 2017 20:05
Letzte Änderung: 26 Apr 2021 12:19
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