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Large-Scale Quantitative Analysis of Painting Arts

机译:绘画艺术的大规模定量分析

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摘要

Scientists have made efforts to understand the beauty of painting art in their own languages. As digital image acquisition of painting arts has made rapid progress, researchers have come to a point where it is possible to perform statistical analysis of a large-scale database of artistic paints to make a bridge between art and science. Using digital image processing techniques, we investigate three quantitative measures of images – the usage of individual colors, the variety of colors, and the roughness of the brightness. We found a difference in color usage between classical paintings and photographs, and a significantly low color variety of the medieval period. Interestingly, moreover, the increment of roughness exponent as painting techniques such as chiaroscuro and sfumato have advanced is consistent with historical circumstances.
机译:科学家们努力以自己的语言理解绘画艺术的美。随着绘画艺术的数字图像获取快速发展,研究人员已经达到了可以对大型艺术绘画数据库进行统计分析以在艺术与科学之间架起桥梁的地步。使用数字图像处理技术,我们研究了图像的三种定量测量方法–每种颜色的使用,颜色的多样性以及亮度的粗糙度。我们发现古典绘画和照片在色彩使用上存在差异,并且中世纪时期的色彩种类明显偏少。此外,有趣的是,随着诸如明暗对比法和sfumato之类的绘画技术的发展,粗糙度指数的增加与历史情况是一致的。

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