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Illuminant estimation from uncalibrated multispectral images

机译:根据未校准的多光谱图像估算光源

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We investigate the physical validity of typical computational color constancy models for illuminant estimation of uncalibrated multispectral images. We demonstrate empirically that the assumptions may be reasonable and that we retrieve reasonably well the illumination for some images. On these images, we also have access to a good estimate of the spectral properties of the illumination while increasing the number of bands. However, some other images do not provide a very good illuminant estimation. We also show that the result depends mostly on the scene, rather than on the hypothesis made or on the number of spectral bands. Besides, the influence of the algorithm and its hypothesis is more critical for more bands than for the 3??????????????? color case.
机译:我们调查了未经校准的多光谱图像的光源估计的典型计算颜色恒定性模型的物理有效性。我们凭经验证明这些假设可能是合理的,并且我们可以很好地检索某些图像的照明。在这些图像上,我们还可以在增加波段数量的同时获得对照明光谱特性的良好估计。但是,其他一些图像不能提供很好的光源估计。我们还表明,结果主要取决于场景,而不取决于所做出的假设或光谱带的数量。此外,该算法及其假设的影响对于更多频带而言比对3个频带更为关键。颜色的情况。

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