van Hoorn Hedde, Schraven Angel, van Dam Hugo, Meijer Joshua, Sillé Roman, Lock Arjan, van den Berg Steven
Photonics Research Group, The Hague University of Applied Sciences, 2628 AL Delft, The Netherlands.
Electrical Engineering, The Hague University of Applied Sciences, 2628 AL Delft, The Netherlands.
Sensors (Basel). 2024 Aug 13;24(16):5229. doi: 10.3390/s24165229.
Spectral imaging has many applications, from methane detection using satellites to disease detection on crops. However, spectral cameras remain a costly solution ranging from 10 thousand to 100 thousand euros for the hardware alone. Here, we present a low-cost multispectral camera (LC-MSC) with 64 LEDs in eight different colors and a monochrome camera with a hardware cost of 340 euros. Our prototype reproduces spectra accurately when compared to a reference spectrometer to within the spectral width of the LEDs used and the ±1σ variation over the surface of ceramic reference tiles. The mean absolute difference in reflectance is an overestimate of 0.03 for the LC-MSC as compared to a spectrometer, due to the spectral shape of the tiles. In environmental light levels of 0.5 W m (bright artificial indoor lighting) our approach shows an increase in noise, but still faithfully reproduces discrete reflectance spectra over 400 nm-1000 nm. Our approach is limited in its application by LED bandwidth and availability of specific LED wavelengths. However, unlike with conventional spectral cameras, the pixel pitch of the camera itself is not limited, providing higher image resolution than typical high-end multi- and hyperspectral cameras. For sample conditions where LED illumination bands provide suitable spectral information, our LC-MSC is an interesting low-cost alternative approach to spectral imaging.
光谱成像有许多应用,从利用卫星检测甲烷到检测农作物疾病。然而,仅硬件方面,光谱相机仍然是一种成本高昂的解决方案,价格从一万欧元到十万欧元不等。在此,我们展示了一种低成本多光谱相机(LC-MSC),它有八种不同颜色的64个发光二极管以及一台硬件成本为340欧元的单色相机。与参考光谱仪相比,我们的原型在所用发光二极管的光谱宽度以及陶瓷参考瓷砖表面的±1σ变化范围内能够准确再现光谱。由于瓷砖的光谱形状,与光谱仪相比,LC-MSC的反射率平均绝对差高估了0.03。在环境光强度为0.5 W/m(明亮的人工室内照明)的情况下,我们的方法显示噪声有所增加,但仍能在400纳米至1000纳米范围内忠实地再现离散反射光谱。我们的方法在应用上受到发光二极管带宽和特定发光二极管波长可用性的限制。然而,与传统光谱相机不同的是,相机本身的像素间距不受限制,提供了比典型高端多光谱和高光谱相机更高的图像分辨率。对于发光二极管照明波段能提供合适光谱信息的样本条件,我们的LC-MSC是一种有趣的低成本光谱成像替代方法。