物体反射光谱的多色拟合技术研究
Research on Multicolor Fitting Technology of Object Reflectance Spectrum
DOI: 10.12677/JSTA.2023.111007, PDF,    科研立项经费支持
作者: 王康华, 徐立君, 任 玉, 周建伟, 李栋梁, 王婷婷, 蔡红星:长春理工大学物理学院,吉林 长春
关键词: 光谱匹配度多光谱重建QPSO色差 Spectral Match Multispectral Reconstruction QPSO Chromatic Aberration
摘要: 传统基于RGB体制的显示技术,其本质是异谱同色成像,为进一步提升显示端与真实物体反射光谱匹配度,减少色差,本文提出一种基于多通道的反射光谱重建方法,可在显示端更加接近物体反射特性,色差更小,效果更真实。本方法通过增加显示通道的数量,扩大了光谱范围,提高显示信息的完整性;并利用QPSO (量子粒子群)多光谱重建算法,拟合真实物体表面反射光谱,达到重建物体真实反射光谱目的。在实验验证中,首先利用LED光源,对4种标准光源照射下的24色标准色卡中的各个颜色进行反射光谱重建,共计384组光谱。当通道数量从3增加到8时,光谱匹配度从80%增加到大于90%,且平均色差小于2,验证了本方法可以大幅度提高显示光谱与真实物体的光谱匹配度,同时大幅减少色差。
Abstract: The essence of the traditional display technology based on RGB system is heterochromatic imaging. In order to further improve the matching between the display end and the reflection spectrum of the real object and reduce the color difference, this paper proposes a re-flection spectrum reconstruction method based on multi-channel, which can be more accurate on the display end. Close to the reflection characteristics of the object, the chromatic aberration is smaller, and the effect is more realistic. By increasing the number of display channels, the method expands the spectral range and improves the integrity of the displayed information; and uses the QPSO (quantum particle swarm) multispectral reconstruction algorithm to fit the reflection spec-trum of the real object surface to achieve the purpose of reconstructing the real reflection spectrum of the object. In the experimental verification, the LED light source was used to reconstruct the re-flection spectrum of each color in the 24-color standard color card under the illumination of 4 standard light sources, resulting in a total of 384 groups of spectra. When the number of channels increased from 3 to 8, the spectral matching degree increased from 80% to more than 90%, and the average chromatic aberration is less than 2. It is verified that this method can greatly improve the spectral matching between the displayed spectrum and the real object, and at the same time great-ly reduce the chromatic aberration.
文章引用:王康华, 徐立君, 任玉, 周建伟, 李栋梁, 王婷婷, 蔡红星. 物体反射光谱的多色拟合技术研究[J]. 传感器技术与应用, 2023, 11(1): 58-70. https://doi.org/10.12677/JSTA.2023.111007

参考文献

[1] Wright, W.D. (1929) A Re-Determination of the Trichromatic Coefficients of the Spectral Colours. Transactions of the Optical Society, 30, 141-164. [Google Scholar] [CrossRef
[2] Cao, Y., Zhao, B., Tong, X., et al. (2021) Data-Driven Framework for High-Accuracy Color Restoration of RGBN Multispectral Filter Array Sensors un-der Extremely Low-Light Conditions. Optics Express, 29, 23654-23670. [Google Scholar] [CrossRef
[3] Fang, J. and Kim, Y. (2018) A Matrix-Based Method of Color Correction for Metamerism Failure between LCD and OLED. SID Symposium Digest of Technical Papers, 49, 1044-1047. [Google Scholar] [CrossRef
[4] 易定容, 孔令华, 赵艳丽, 杨子涵. 窄带快照式多光谱成像色彩还原方法[J]. 光谱学与光谱分析, 2021, 41(1): 183-187.
[5] 丁然, 冯晶, 孙洪波. 色彩还原–高显色指数有机单晶白光发光二极管器件[J]. 科学通报, 2020, 65(23): 2422-2423.
[6] 孙炎. 多原色显示技术研究[D]: [硕士学位论文]. 北京: 北京理工大学, 2018.
[7] Schubring, G. (2013) Hermann Günther Graßmann (1809-1877): Visionary Mathematician, Scientist and Neohumanist Scholar. Springer, Dordrecht.
[8] Wright, W.D. (1930) A Re-Determination of the Mixture Curves of the Spectrum. Transactions of the Optical Society, 31, 201-218. [Google Scholar] [CrossRef
[9] Guild, J. (1931) The Colorimetric Properties of the Spectrum. Philosophical Transactions of the Royal Society A: Containing Papers of a Mathematical or Physical Character, 230, 149-187. [Google Scholar] [CrossRef
[10] Bayer, B.E. (1976) Color Imaging Array. US Patent No. 3971065A.
[11] 徐海松. 颜色信息工程[M]. 杭州: 浙江大学出版社, 2015.
[12] Brill, M.H. and Larimer, J. (2005) Avoiding on-Screen Metamerism in N-Primary Displays. Journal of the Society for Information Display, 13, 509-516.
[13] Oicherman, B., Luo, M.R., Rigg, B. and Robertson, A.R. (2008) Effect of Observer Metamerism on Colour Matching of Display and Surface Colours. Color Research and Application, 33, 346-359. [Google Scholar] [CrossRef
[14] 章夫正, 徐海松, 丰恒. 提升LED日光模拟器同色异谱质量的光谱匹配方法[J]. 照明工程学报, 2017, 28(2): 23-27.
[15] 王贯. 新型显示中的立体色域理论[D]: [博士学位论文]. 合肥: 中国科学技术大学, 2020.
[16] 焦祉衡. 低照度多光谱彩色成像中色彩还原技术研究[D]: [硕士学位论文]. 长春: 长春理工大学, 2021.
[17] Eissfeldt, A., Zandi,B., Herzog, A. and Khanh, T.Q. (2021) Quantifying Observer Metamerism of LED Spectra Which Chromatically Mimic Natural Daylight. Optics Express, 29, 38168-38184. [Google Scholar] [CrossRef
[18] 宋洪亚. 图像的光谱编码获取与色彩重现若干问题研究[D]: [博士学位论文]. 杭州: 浙江大学, 2021.
[19] 季洪雷, 周青超, 潘俊, 等. 量子点液晶显示背光技术[J]. 中国光学, 2017, 10(5): 666-680.
[20] 李继军, 聂晓梦, 李根生, 等. 平板显示技术比较及研究进展[J]. 中国光学, 2018, 11(5): 695-710.
[21] 倪俊雄, 白廷柱, 徐英莹. LED可变光谱光源的多光谱拟合反演研究[J]. 光谱学与光谱分析, 2012, 32(6): 1606-1610.
[22] 孙俊. 量子行为粒子群优化算法研究[D]: [博士学位论文]. 无锡: 江南大学, 2009.
[23] 王立辉. 基于LED阵列光源的太阳光谱合成技术研究[D]: [硕士学位论文]. 长春: 长春理工大学, 2018.
[24] 朱孔硕, 孙健刚, 李果华, 马晓光. LED太阳模拟器光谱匹配度与辐照不均匀度的实现[J]. 激光与光电子学进展, 2015, 52(12): 193-198.
[25] 王萌萌. 基于多通道成像系统的颜色高保真图像获取方法研究[D]: [硕士学位论文]. 杭州: 杭州电子科技大学, 2020.