Camera spectral sensitivity estimation based on spectrally tunable LED illumination

Q4 Social Sciences
Meta: Avaliacao Pub Date : 2023-08-11 DOI:10.1117/12.2687937
Long Ma, Bowen Xu
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引用次数: 0

Abstract

The choice of light source affects the accuracy of the spectral sensitivity estimation. In this paper, we propose to estimate the spectral sensitivity function of digital camera using spectrally tunable LED light sources. The spectral power distribution of the LED light source is determined by a combination of multiple LEDs and their weight coefficients. The method of tuning the weight coefficients of the LEDs includes Monte Carlo method and particle swarm optimization algorithm, so that the LED light source with the smallest estimation error is defined as the optimal light source. Experimental results show that the particle swarm algorithm gives the best estimation results. The relative error of estimation using LED light sources is significantly reduced when compared with the results when using a single light source for estimation (e.g., D65 light source).
基于光谱可调LED照明的相机光谱灵敏度估计
光源的选择影响光谱灵敏度估计的准确性。在本文中,我们建议使用光谱可调LED光源来估计数码相机的光谱灵敏度函数。LED光源的光谱功率分布由多个LED及其权重系数的组合确定。调整LED权重系数的方法包括蒙特卡罗方法和粒子群优化算法,从而将估计误差最小的LED光源定义为最佳光源。实验结果表明,粒子群算法给出了最好的估计结果。与使用单个光源(例如D65光源)进行估计时的结果相比,使用LED光源进行估计的相对误差显著降低。
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
Meta: Avaliacao
Meta: Avaliacao Social Sciences-Education
CiteScore
0.40
自引率
0.00%
发文量
13
审稿时长
10 weeks
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