基于k均值聚类和直方图的金属专辑艺术作品的比色分析:金属音乐的调色板

IF 0.5 Q3 CULTURAL STUDIES
G. Friconnet
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引用次数: 0

摘要

由于其营销影响力和在定义乐队视觉身份方面的关键作用,金属专辑的艺术作品经过精心设计,以反映乐队演奏的音乐。考虑到颜色和音乐之间的历史联系,我们对1150件金属专辑艺术品(MAA)(以及400件非金属艺术品进行了定量比色分析,以研究颜色在金属艺术品视觉身份中的地位。在每件艺术品中,我们都提取了它的五种主要颜色(使用k均值聚类算法),并进行了颜色直方图分析。我们发现MAA比它们的非金属对应物看起来更暗。我们得出了MAA的调色板,并表明黑色、(深)灰色和棕色/橙色是迄今为止最常用的颜色。这些“金属色”的存在在金属亚类之间是非常一致的。然而,一些金属亚类的视觉身份包含了特定的艺术品色度规则。黑色金属专辑封面颜色较深,主要使用黑色和深灰色。凹槽金属艺术品往往显示出更温暖、更饱和的颜色,并增加了对棕色和橙色色调的使用。无人机金属相册更轻,而交叉相册则有着斑驳的外观。然而,对于大多数金属亚类来说,艺术品的视觉身份似乎依赖于与颜色无关的元素。我们认为,这种身份可能更倾向于建立在主题元素上,也可能建立在标志的风格上。要清楚地理解是什么让金属专辑看起来如此奇特,还有很多工作要做。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A k-means clustering and histogram-based colorimetric analysis of metal album artworks: The colour palette of metal music
Because of its marketing impact and key role in the definition of a band’s visual identity, the artwork of a metal album is carefully designed to reflect the music played by the band. Bearing in mind the historical association between colour and music, we performed a quantitative colorimetric analysis of 1150 metal album artworks (MAA) (and of 400 non-metal artworks for the purpose of comparison) in order to study the place of colours in metal artworks visual identity. In each artwork, we have extracted its five dominant colours (with a k-means clustering algorithm) and underwent a colour histogram analysis. We showed that MAA appear darker than their non-metal counterparts. We derived a colour palette of MAA and showed that black, (dark) grey and brown/orange tones are by far the most frequently used colours. The presence of these ‘metal colours’ is very consistent between metal subgenres. However, the visual identity of some metal subgenres encompasses specific artwork colorimetric rules. Black metal album covers are darker and mainly use black and dark grey. Groove metal artworks tend to display warmer and more saturated colours with an increased use of brownish and orange tones. Drone metal albums are lighter while crossover albums have a mottled appearance. Nevertheless, for most of the metal subgenres the artwork visual identity seems to rely on colour-independent elements. We suppose that this identity might rather be built on thematic elements and probably also on the logotypes’ style. A lot of work remains to be done to clearly understand what makes metal albums look so peculiar.
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来源期刊
Metal Music Studies
Metal Music Studies Arts and Humanities-Music
CiteScore
1.20
自引率
0.00%
发文量
19
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