Comparing color usage in abstract, oil, and Chinese ink paintings
Research: \对比抽象画、油画和中国水墨画的色彩运用
Paintings \ Aesthetics Assessment \ Color Harmony \ Color Evaluation
Links: Journal of Visualization
Color is one of the fundamental elements of paintings. This paper proposes a set of measurements for color usage in a painting, including basic color elements, global and local color harmony, and color statistical properties, characterizing color features from both the spatial domain and frequency domain.
We also collect a painting set including 1059 abstract paintings, 1012 oil paintings, and 1003 Chinese ink paintings. Applying the measurements to this painting set, we are able to observe the roles of color in the three genres of paintings. We report our findings in detail on the effectiveness of these measurements.
Chinese ink paintings are significantly different from abstract and oil paintings in color usage, while abstract paintings emphasize color more than the two other genres. The measurements may serve as tools for the classification of paintings. The work is the first of this kind and points to further investigation of color usage in other forms of art and design.
色彩是绘画的基本元素之一。本文提出了一套用于衡量绘画中色彩使用的方法,包括基本色彩元素、整体与局部的色彩和谐性以及色彩的统计特性,从空间域和频率域两个方面刻画色彩特征。我们还收集了一个绘画数据集,包括1059幅抽象画、1012幅油画和1003幅中国水墨画。通过将这些测量方法应用于该数据集,我们能够观察色彩在这三种画作类型中的作用,并详细报告了这些测量方法的有效性。
研究发现,中国水墨画在色彩使用上与抽象画和油画有显著差异,而抽象画在色彩的强调上明显超过另外两种画作类型。这些测量方法可以作为绘画分类的工具。这项工作是同类研究中的首次尝试,为进一步探索其他艺术和设计形式中的色彩使用指明了方向