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Colorimetric characterization of digital cameras with unrestricted capture settings applicable for different illumination circumstances
- Source :
- Journal of Modern Optics. 63:847-860
- Publication Year :
- 2015
- Publisher :
- Informa UK Limited, 2015.
-
Abstract
- With colorimetric characterization, digital cameras can be used as image-based tristimulus colorimeters for color communication. In order to overcome the restriction of fixed capture settings adopted in the conventional colorimetric characterization procedures, a novel method was proposed considering capture settings. The method calculating colorimetric value of the measured image contains five main steps, including conversion from RGB values to equivalent ones of training settings through factors based on imaging system model so as to build the bridge between different settings, scaling factors involved in preparation steps for transformation mapping to avoid errors resulted from nonlinearity of polynomial mapping for different ranges of illumination levels. The experiment results indicate that the prediction error of the proposed method, which was measured by CIELAB color difference formula, reaches less than 2 CIELAB units under different illumination levels and different correlated color temperatures....
- Subjects :
- Polynomial
Color difference
business.industry
Computer science
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Value (computer science)
020207 software engineering
02 engineering and technology
01 natural sciences
Atomic and Molecular Physics, and Optics
System model
010309 optics
Nonlinear system
Optics
Transformation (function)
0103 physical sciences
0202 electrical engineering, electronic engineering, information engineering
RGB color model
Computer vision
Artificial intelligence
business
Scaling
Subjects
Details
- ISSN :
- 13623044 and 09500340
- Volume :
- 63
- Database :
- OpenAIRE
- Journal :
- Journal of Modern Optics
- Accession number :
- edsair.doi...........62cb001631fe98ffde33d7c7bdf7277a
- Full Text :
- https://doi.org/10.1080/09500340.2015.1107647