Color Calibration for Colorized Vision System with Digital Sensor and LED Array Illuminator

IF 1.3 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Zhenmin Zhu, Ruichao Song, Hui Luo, Jun Xu, Shiming Chen
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引用次数: 4

Abstract

Color measurement by the colorized vision system is a superior method to achieve the evaluation of color objectively and continuously. However, the accuracy of color measurement is influenced by the spectral responses of digital sensor and the spectral mismatch of illumination. In this paper, two-color vision system illuminated by digital sensor and LED array, respectively, is presented. The Polynomial-Based Regression method is applied to solve the problem of color calibration in the sRGB and color spaces. By mapping the tristimulus values from RGB to sRGB color space, color difference between the estimated values and the reference values is less than . Additionally, the mapping matrix has proved a better performance in reducing the color difference, and it is introduced subsequently into the colorized vision system proposed for a better color measurement. Necessarily, the printed matter of clothes and the colored ceramic tile are chosen as the application experiment samples of our colorized vision system. As shown in the experimental data, the average color difference of images is less than . It indicates that a better performance of color measurement is obtained via the colorized vision system proposed.
基于数字传感器和LED阵列光源的彩色视觉系统色彩校正
彩色视觉系统测色是实现对色彩客观、连续评价的优越方法。然而,数字传感器的光谱响应和光照的光谱失配会影响颜色测量的精度。本文介绍了一种分别由数字传感器和LED阵列照明的双色视觉系统。采用基于多项式的回归方法解决了sRGB和色彩空间的色彩标定问题。通过将三刺激值从RGB色彩空间映射到sRGB色彩空间,得到的估计值与参考值的色差小于。此外,该映射矩阵在减小色差方面具有较好的效果,并被引入到彩色视觉系统中,以获得更好的颜色测量效果。有必要选择服装印刷品和彩色瓷砖作为彩色视觉系统的应用实验样本。实验数据显示,图像的平均色差小于。实验结果表明,所提出的彩色视觉系统具有较好的色彩测量性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Active and Passive Electronic Components
Active and Passive Electronic Components ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
1.30
自引率
0.00%
发文量
1
审稿时长
13 weeks
期刊介绍: Active and Passive Electronic Components is an international journal devoted to the science and technology of all types of electronic components. The journal publishes experimental and theoretical papers on topics such as transistors, hybrid circuits, integrated circuits, MicroElectroMechanical Systems (MEMS), sensors, high frequency devices and circuits, power devices and circuits, non-volatile memory technologies such as ferroelectric and phase transition memories, and nano electronics devices and circuits.
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