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Snapshots of complexity: using motion capture and principal component analysis to reconceptualise dance

机译:复杂性快照:使用动作捕捉和主成分分析重新概念化舞蹈

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This article brings together the disparate worlds of dance practice, motion capture and statistical analysis. Digital technologies such as motion capture offer dance artists new processes for recording and studying dance movement. Statistical analysis of these data can reveal hidden patterns in movement in ways that are semantically 'blind', and are hence able to challenge accepted culturo-physical 'grammars' of dance creation. The potential benefit to dance artists is to open up new ways of understanding choreographic movement. However, quantitative analysis does not allow for the uncertainty inherent in emergent, artistic practices such as dance. This article uses motion capture and principal component analysis (PCA), a common statistical technique in human movement recognition studies, to examine contemporary dance movement, and explores how this analysis might be interpreted in an artistic context to generate a new way of looking at the nature and role of movement patterning in dance creation.
机译:本文汇集了舞蹈实践,动作捕捉和统计分析的不同领域。诸如动​​作捕捉之类的数字技术为舞蹈艺术家提供了记录和研究舞蹈动作的新过程。对这些数据的统计分析可以以语义上“盲”的方式揭示运动中的隐藏模式,因此能够挑战舞蹈创作中公认的文化物理“语法”。舞蹈艺术家的潜在利益是开拓理解舞蹈动作的新方法。但是,定量分析不允许出现诸如舞蹈之类的新兴艺术实践所固有的不确定性。本文使用动作捕捉和主成分分析(PCA)(一种在人类动作识别研究中常用的统计技术)来检查当代舞蹈动作,并探讨如何在艺术背景下解释这种分析,从而产生一种新的视角来研究运动模式在舞蹈创作中的性质和作用。

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