Modeling the Color Characteristics of Sapphires through the Statistical Method and Function Simulation Method

The aim of this study was to explore the feasibility of quantitatively evaluating a sapphire’s color by analyzing gemstone images. The color characteristics of gemstones through photography and color extraction were accurately captured, and the key color parameters for different color regions of gemstones were extracted. Then, the color of sapphires was simulated by statistical method and function simulation method. The results indicate that the brightness value of the bright area was the highest and the chroma value of the “fire” area was the highest. The chroma (C) of the sapphires was linearly positively correlated with the absolute value of its b value, and the brightness (L) showed a quadratic correlation with its chromaticity parameters (b or C). The function simulation method with an average of b as the main independent variable had a larger standard deviation, which proves that this method has a stronger ability to distinguish the differences in a sapphire’s color. This method can be extended to the color evaluation of other colored gemstones, and it can be used to form a gemstone color evaluation system.

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Publication Details

Journal
Applied Sciences
Published
2024-09-08
DOI
https://doi.org/10.3390/app14178042
Primary Topic
Mineralogy and Gemology Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Modeling the Color Characteristics of Sapphires through the Statistical Method and Function Simulation Method

Ying Guo, Bei Zhao, Fukang Liu, Meiying Liu
Applied Sciences
Mineralogy and Gemology Studies
article

Modeling the Color Characteristics of Sapphires through the Statistical Method and Function Simulation Method

Ying Guo, Bei Zhao, Fukang Liu, Meiying Liu
article en

Abstract

The aim of this study was to explore the feasibility of quantitatively evaluating a sapphire’s color by analyzing gemstone images. The color characteristics of gemstones through photography and color extraction were accurately captured, and the key color parameters for different color regions of gemstones were extracted. Then, the color of sapphires was simulated by statistical method and function simulation method. The results indicate that the brightness value of the bright area was the highest and the chroma value of the “fire” area was the highest. The chroma (C) of the sapphires was linearly positively correlated with the absolute value of its b value, and the brightness (L) showed a quadratic correlation with its chromaticity parameters (b or C). The function simulation method with an average of b as the main independent variable had a larger standard deviation, which proves that this method has a stronger ability to distinguish the differences in a sapphire’s color. This method can be extended to the color evaluation of other colored gemstones, and it can be used to form a gemstone color evaluation system.

Applied SciencesVol. 14(17)
China University of Geosciences (Beijing) (CN)
China University of Geosciences, Beijing, China University of Geosciences
Openalex Percentile: Top 86%
Mineralogy and Gemology Studies
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