研究目的
To investigate the color accuracy of low-cost colorimetric sensors compared to high-end spectrophotometers and develop methods to improve their color accuracy.
研究成果
The color accuracy of the Node+ChromaPro and Color Muse colorimetric sensors was improved from dECMC (1:1) = 1.82 and 1.92 to 1.16 and 1.17, respectively, using the proposed methods. This improvement makes these sensors useful for more applications, especially where high accuracy is required.
研究不足
The study focused on specific low-cost colorimetric sensors and may not be directly applicable to other types of colorimetric sensors without adaptation. The improvement methods require calibration on a series of test samples, which may limit their applicability in some scenarios.
1:Experimental Design and Method Selection:
The study compared the color accuracy of two low-cost color measurement devices, Node+ChromaPro and Color Muse, against a high-end spectrophotometer, BYK-mac from BYK Gardner. Three methods were developed to improve color accuracy.
2:Sample Selection and Data Sources:
Several sets of test colors were used, including BCRA tiles, RAL Classic, and RAL Design sets, for training the models and independent tests.
3:List of Experimental Equipment and Materials:
Node+ChromaPro, Color Muse, BYK-mac spectrophotometer, CL-500A illuminance spectrophotometer from Konica-Minolta.
4:Experimental Procedures and Operational Workflow:
The Spectral Power Distributions of the LEDs in the instruments were measured. Color accuracy was compared using CIELAB readings and expressed as color difference dECMC (1:1).
5:1). Data Analysis Methods:
5. Data Analysis Methods: Three methods were applied to improve color accuracy, involving fitting parameter values and applying transformation matrices and linear transformations.
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