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Color constancy from blackbody illumination

机译:黑体照明带来的色彩恒定性

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摘要

We present a theoretical analysis of what we believe to be a new color constancy method that inputs two chromaticitiesof an identical surface taken under two blackbody illuminations. By using the Planck formula for modeling spectra of outdoor illumination and by assuming that a narrowband camera sensitivity function is sufficiently narrow, surface colors can be estimated mathematically. Experiments with simulation and real data have been conducted to evaluate the effectiveness of the method. The results showed that although this method is a perfect vehicle for simulation data, it produces significant errors with real data. A thorough investigation of the cause of errors indicates how important the assumptions on both blackbody illuminations and narrowband camera sensitivities are to the method. Finally, we discuss the robustness of our method and the limitation of solving color constancy using the illumination constraint.
机译:我们对我们认为是一种新的颜色恒定性方法进行了理论分析,该方法输入在两个黑体照明下拍摄的同一表面的两个色度。通过使用Planck公式对室外照明的光谱建模,并假设窄带相机的灵敏度函数足够窄,可以数学估算表面颜色。已经进行了模拟和真实数据实验以评估该方法的有效性。结果表明,尽管该方法是模拟数据的理想工具,但它对真实数据会产生明显的误差。对错误原因的彻底调查表明,有关黑体照明和窄带相机灵敏度的假设对于该方法而言多么重要。最后,我们讨论了该方法的鲁棒性以及使用照明约束解决色彩恒定性的局限性。

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