Spectral characterization of a hyperspectral imaging system using optical standards

M. Mehrubeoglu
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引用次数: 2

Abstract

Hyperspectral imaging relies on the optical properties of materials which absorb or scatter light at different wavelengths. To obtain repeatable results from a hyperspectral or any other imaging system, the system's spectral response must be characterized using optical standards against the light source used. Light sources vary in their spectral properties and their performance over time. Differences in light sources, such as intensity or emitted wavelengths, can affect the acquired data; however, through calibration and data normalization, such effects can be minimized. Knowing the imager's spectral response to the light source is vital for analyzing hyperspectral data and interpreting the results from the media of interest. In this study, the spectral response of the hyperspectral imaging system to tungsten halogen diffuse light source is determined in reflection and transmission modes using optical standards of varying thickness. In addition, the system's response to the same light source over time is investigated. The noise levels in single and averaged spectra are measured and reported. System normalization methods are described. For the tested hyperspectral imaging system and light source, the noise reduces in averaged spectra across multiple spectra compared to single spectra. Spectral peak shifts have also been observed at different light source power levels.
使用光学标准的高光谱成像系统的光谱特性
高光谱成像依赖于吸收或散射不同波长光的材料的光学特性。为了从高光谱或任何其他成像系统中获得可重复的结果,必须使用针对所使用光源的光学标准来表征系统的光谱响应。光源的光谱特性和性能随时间的变化而变化。光源(如强度或发射波长)的差异会影响所获取的数据;然而,通过校准和数据归一化,这种影响可以最小化。了解成像仪对光源的光谱响应对于分析高光谱数据和解释感兴趣介质的结果至关重要。在本研究中,采用不同厚度的光学标准,测定了高光谱成像系统在反射和透射模式下对卤钨漫射光源的光谱响应。此外,研究了系统对同一光源随时间的响应。测量并报告了单谱和平均谱中的噪声级。描述了系统归一化方法。对于测试的高光谱成像系统和光源,与单光谱相比,多光谱的平均光谱噪声降低。在不同的光源功率水平下也观察到光谱峰移。
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