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人眼虹膜的高光谱光学成像:反射光谱特征。

Hyperspectral optical imaging of human iris in vivo: characteristics of reflectance spectra.

机构信息

University of Minho, Centre of Physics, Department of Physics, Campus de Gualtar, 4710-057, Braga, Portugal.

出版信息

J Biomed Opt. 2011 Jul;16(7):076001. doi: 10.1117/1.3595710.

Abstract

We report a hyperspectral imaging system to measure the reflectance spectra of real human irises with high spatial resolution. A set of ocular prosthesis was used as the control condition. Reflectance data were decorrelated by the principal-component analysis. The main conclusion is that spectral complexity of the human iris is considerable: between 9 and 11 principal components are necessary to account for 99% of the cumulative variance in human irises. Correcting image misalignments associated with spontaneous ocular movements did not influence this result. The data also suggests a correlation between the first principal component and different levels of melanin present in the irises. It was also found that although the spectral characteristics of the first five principal components were not affected by the radial and angular position of the selected iridal areas, they affect the higher-order ones, suggesting a possible influence of the iris texture. The results show that hyperspectral imaging in the iris, together with adequate spectroscopic analyses provide more information than conventional colorimetric methods, making hyperspectral imaging suitable for the characterization of melanin and the noninvasive diagnosis of ocular diseases and iris color.

摘要

我们报告了一个高光谱成像系统,用于以高空间分辨率测量真实人虹膜的反射率光谱。一组眼假体被用作对照条件。反射率数据通过主成分分析去相关。主要结论是,人虹膜的光谱复杂性相当大:需要 9 到 11 个主成分才能解释人虹膜累积方差的 99%。纠正与自发性眼球运动相关的图像未对准并不会影响这一结果。该数据还表明,第一主成分与虹膜中存在的不同水平黑色素之间存在相关性。还发现,尽管前五主成分的光谱特征不受所选虹膜区域的径向和角位置的影响,但它们会影响更高阶的成分,表明虹膜纹理可能会产生影响。结果表明,虹膜的高光谱成像与适当的光谱分析相结合提供的信息比传统的比色法更多,这使得高光谱成像适合于黑色素的特征描述以及眼部疾病和虹膜颜色的非侵入性诊断。

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