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实用光谱摄影II:使用线性延迟器和微电网偏振相机的快照光谱成像

Practical spectral photography II: snapshot spectral imaging using linear retarders and microgrid polarization cameras.

作者信息

Kudenov Michael W, Altaqui Ali, Williams Cranos

出版信息

Opt Express. 2022 Apr 11;30(8):12337-12352. doi: 10.1364/OE.453538.

Abstract

Despite recent advances, customized multispectral cameras can be challenging or costly to deploy in some use cases. Complexities span electronic synchronization, multi-camera calibration, parallax and spatial co-registration, and data acquisition from multiple cameras, all of which can hamper their ease of use. This paper discusses a generalized procedure for multispectral sensing using a pixelated polarization camera and anisotropic polymer film retarders to create multivariate optical filters. We then describe the calibration procedure, which leverages neural networks to convert measured data into calibrated spectra (intensity versus wavelength). Experimental results are presented for a multivariate and channeled optical filter. Finally, imaging results taken using a red, green, and blue microgrid polarization camera and the channeled optical filter are presented. Imaging experiments indicated that the calculated spectra's root mean square error is highest in the region where the camera's red, green, and blue filter responses overlap. The average error of the spectral reflectance, measured of our spectralon tiles, was 6.5% for wavelengths spanning 425-675 nm. This technique demonstrates that 12 spectral channels can be obtained with a relatively simple and robust optical setup, and at minimal cost beyond the purchase of the camera.

摘要

尽管近年来取得了进展,但在某些应用场景中,定制多光谱相机的部署可能具有挑战性或成本高昂。其复杂性涉及电子同步、多相机校准、视差和空间配准,以及从多个相机采集数据,所有这些都会影响其易用性。本文讨论了一种使用像素化偏振相机和各向异性聚合物薄膜延迟器创建多变量光学滤波器进行多光谱传感的通用程序。然后我们描述了校准程序,该程序利用神经网络将测量数据转换为校准光谱(强度与波长)。给出了多变量和通道光学滤波器的实验结果。最后,展示了使用红、绿、蓝微网格偏振相机和通道光学滤波器拍摄的成像结果。成像实验表明,在相机的红、绿、蓝滤波器响应重叠的区域,计算光谱的均方根误差最高。对于我们的光谱漫反射板,在425 - 675 nm波长范围内,光谱反射率的平均误差为6.5%。该技术表明,通过相对简单且稳健的光学设置,以超出相机购买成本的最小代价,可获得12个光谱通道。

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