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Multispectral Filter-Wheel Cameras: Geometric Distortion Model and Compensation Algorithms

机译:多光谱滤光轮摄像机:几何失真模型和补偿算法

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摘要

Multispectral image acquisition considerably improves color accuracy in comparison to RGB technology. A common multispectral camera design concept features a filter-wheel consisting of six or more optical bandpass filters. By shifting the filters sequentially into the optical path, the electromagnetic spectrum is acquired through the channels, thus making an approximate reconstruction of the spectrum feasible. However, since the optical filters exhibit different thicknesses, refraction indices and may not be aligned in a perfectly coplanar manner, geometric distortions occur in each spectral channel: The reconstructed RGB images thus show rainbow-like color fringes. To compensate for these, we analyze the optical path and derive a mathematical model of the distortions. Based on this model we present two different algorithms for compensation and show that the color fringes vanish completely after application of our algorithms. We also evaluate our compensation algorithms in terms of accuracy and execution time.
机译:与RGB技术相比,多光谱图像采集大大提高了色彩精度。常见的多光谱相机设计概念是由六个或更多光学带通滤镜组成的滤光轮。通过将滤光片依次移入光路,可以通过通道获取电磁光谱,从而使光谱的近似重建成为可能。但是,由于光学滤光片具有不同的厚度,折射率,并且可能无法完全共面地对齐,因此在每个光谱通道中都会发生几何变形:重建的RGB图像因此显示出彩虹状的色带。为了补偿这些,我们分析了光路并导出了畸变的数学模型。在此模型的基础上,我们提出了两种不同的补偿算法,并表明在应用我们的算法后,色带完全消失了。我们还根据准确性和执行时间评估我们的补偿算法。

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