优化增强现实投影仪的光输出,在艺术保护、色彩质量和能耗之间取得平衡

RS Kore, N. Brown, D. Durmus
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引用次数: 0

摘要

敏感艺术品吸收的光可能会造成不可逆转的损坏。优化光源的光谱功率分布,将吸收光降至最低,可以减少损坏,同时保持艺术品的色彩外观。以往的吸收最小化研究采用的是优化方法,但没有对其性能进行比较。在此,我们使用蛮力(BF)和多目标遗传算法(MOGA)对 24 种颜色样本的三通道 LED 增强现实投影仪光谱进行了优化。BF搜索和MOGA在获得最佳结果方面表现相似,都将光吸收和能耗减少了近一半。不过,MOGA 在找到最佳解决方案方面比 BF 快 2.5 倍。研究结果表明,LED RGB 投影仪可用于博物馆文物照明,以减少光吸收和能源消耗,但需要注意的是,某些颜色样本会出现明显的颜色偏移。未来的研究将调查观察者在优化照明下对艺术品的主观评价。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimising augmented reality projector light output to balance art conservation, colour quality and energy consumption
Light absorbed by sensitive artwork may cause irreversible damage. Optimising the spectral power distribution of light sources to minimise absorbed light can reduce damage while maintaining the colour appearance of the artwork. Previous absorption-minimisation studies used optimisation methods without comparing their performance. Here, three-channel LED-augmented reality projector spectra were optimised for 24 colour samples using a brute-force (BF) and multi-objective genetic algorithm (MOGA). The BF search and MOGA performed similarly in achieving optimal results, reducing both light absorption and energy consumption by almost half. However, MOGA was 2.5 times faster than BF in finding optimal solutions. The results indicate that an LED RGB projector can be used to illuminate museum artefacts to reduce light absorption and energy consumption, with the caveat of perceptible colour shifts in some of the colour samples. Future research will investigate observers’ subjective evaluations of artwork under optimised lighting.
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