多光谱成像——光照条件对日本传统绘画光谱反射重建和图像拼接的影响

J. A. Toque, Y. Sakatoku, Julia Anders, Y. Murayama, A. Ide-Ektessabi
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引用次数: 3

摘要

光照条件是影响成像的重要因素之一。由于入射光照射在物体表面时所发生的相互作用比较复杂,因此长期以来一直是人们研究的课题。在本研究中,探讨了其对光谱反射率重建和图像拼接的影响。靶子是一幅日本传统绘画。光谱反射率利用伪逆模型对7种不同滤光片捕获的光谱特征覆盖380 ~ 850 nm波长的多光谱图像进行估算。结果表明,估计的精度取决于多光谱图像的质量,而多光谱图像的质量受光照条件的影响较大。高镜面反射的目标产生了大量的估计误差。此外,滤光片的光谱特性也很重要。要得到满意的重构,至少需要四个滤波器的数据。另一方面,观察到除了镜面反射外,光的分布对图像拼接也有很大的影响。图像拼接非常重要,尤其是在获取大型物体的图像时。结果表明,多光谱图像可以用于艺术品的分析成像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multispectral Imaging - The Influence of Lighting Condition on Spectral Reflectance Reconstruction and Image Stitching of Traditional Japanese Paintings
Illumination condition is one of the most important factors in imaging. Due to the relatively complex interaction occurring when an incident light is irradiated on the surface of an object, it has been a topic of researches and studies for quite a while now. In this study, its influence on the reconstruction of spectral reflectance and image stitching was explored. A traditional Japanese painting was used as the target. Spectral reflectance was estimated using pseudoinverse model from multispectral images captured with seven different filters with spectral features covering 380-850 nm wavelengths. It was observed that the accuracy of the estimation is dependent on the quality of multispectral images, which are greatly influenced by lighting conditions. High specular reflection on the target yielded large amount of estimation errors. In addition, the spectral feature of the filters was shown to be important. Data from at least four filters are necessary to get a satisfactory reconstruction. On the other hand, it was observed that in addition to specular reflection, the distribution of light highly affects image stitching. Image stitching is important especially when acquiring images of large objects. It was shown that multispectral images could be used for the analytical imaging of artworks.
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