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A New Technique for Improving the Estimation of a Reflective Optical Color Sensor

机译:一种改进反射光学彩色传感器估计的新技术

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摘要

This paper proposes and experimentally demonstrates a novel technique of a precise color estimation by using a low cost reflective optical color sensor. The digital output signal of this sensor is a pulses series with a frequency proportional to the intensity of the incident light. In this sensor, three independent detector output signals with optimized spectral responsiveness allow discrimination between red, green and blue (RGB) light spectral components. The analytical expressions for RGB absorption efficiencies, which detect the color information, have been derived. An experimental set-up has been designed to determine the color difference, involving design of a portable color analyzer with wired and wireless computer interface. The detailed description and implementation of each design element are presented, while a developed algorithm is also discussed. The proposed algorithm apply a linear transformation to realize standardized colorimetric RGB and CIE31-XYZ color space coordinates responses. To that end, a correlation of the sensor outputs is established, a wide band correction matrix in old estimations is replaced by many narrowband correction matrices and the CIE standard curves of wavelengths are extracted and used to select a suitable narrowband correction matrix. Also, the sequential algorithm has been parallelized to reduce the response time in multiple measurement applications which need the big data processing. The experimental results in the vision spectrum confirm the theoretical analysis. Based on the findings of this experiment, the proposed system constitutes a high resolution and low cost solution for various colorsensing applications and colorimetric fields.
机译:本文提出并通过使用低成本的反射光学彩色传感器来研究通过低成本的反射光学彩色传感器来演示精确颜色估计的新技术。该传感器的数字输出信号是脉冲系列,其频率与入射光的强度成比例。在该传感器中,三个独立的检测器输出信号,具有优化的光谱响应性允许红色,绿色和蓝色(RGB)光谱分量之间的歧视。已经得出了检测颜色信息的RGB吸收效率的分析表达。实验设置旨在确定具有有线和无线计算机界面的便携式彩色分析仪的颜色差异。提出了每个设计元素的详细描述和实现,而还讨论了开发的算法。所提出的算法应用线性变换以实现标准化的比色RGB和CIE31-XYZ颜色空间坐标响应。为此,建立了传感器输出的相关性,旧估计中的宽带校正矩阵被许多窄带校正矩阵替换,并且提取波长的CIE标准曲线并用于选择合适的窄带校正矩阵。而且,顺序算法已经并行化以减少需要大数据处理的多个测量应用中的响应时间。视觉频谱的实验结果证实了理论分析。基于该实验的发现,所提出的系统对于各种色调应用和比色领域构成了高分辨率和低成本解决方案。

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