【2h】

Temporal fractals in movies and mind

机译:电影和心灵中的时间分形

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摘要

Fractal patterns are seemingly everywhere. They can be analyzed through Fourier and power analyses, and other methods. Cutting, DeLong, and Nothelfer (2010) analyzed as time-series data the fluctuations of shot durations in 150 popular movies released over 70 years. They found that these patterns had become increasingly fractal-like and concluded that they might be linked to those found in the results of psychological tasks involving attention. To explore this possibility further, we began by analyzing the shot patterns of almost twice as many movies released over a century. The increasing fractal-like nature of shot patterns is affirmed, as determined by both a slope measure and a long-range dependence measure, neither of which is sensitive to the vector lengths of their inputs within the ranges explored here. But the main reason for increased long-range dependence is related to, but not caused by, the increasing vector length of the shot-series samples. It appears that, in generating increasingly fractal-like patterns, filmmakers have systematically explored dimensions that are important for holding our attention—shot durations, scene durations, motion, and sound amplitude—and have crafted fluctuations in them like those of our endogenous attention patterns. Other dimensions—luminance, clutter, and shot scale—are important to film style but their variations seem not to be important to holding viewers’ moment-to-moment attention and have not changed in their fractional dimension over time.
机译:分形模式似乎无处不在。可以通过傅立叶分析和功效分析以及其他方法对它们进行分析。 Cuting,DeLong和Nothelfer(2010)分析了时间序列数据,这些数据是70多年来发行的150部受欢迎的电影中镜头持续时间的波动。他们发现这些模式变得越来越像分形,并得出结论,它们可能与涉及注意力的心理任务结果中发现的模式有关。为了进一步探讨这种可能性,我们从分析一个世纪以来发行的几乎两倍的电影的拍摄模式开始。由斜率测度和远距离依赖度测度确定,射击图案的分形性质不断增加,这两种方式都不对此处探索范围内的输入矢量长度敏感。但是,增加远距离依赖性的主要原因与镜头系列样本的矢量长度增加有关,但并非由其引起。看起来,在生成越来越像分形的图案时,电影摄制者已经系统地探索了对于吸引我们的注意力至关重要的维度(镜头持续时间,场景持续时间,运动和声音振幅),并像我们内在的注意力模式一样精心制造了其中的波动。 。其他尺寸(亮度,杂波和缩放比例)对于电影风格很重要,但它们的变化似乎对吸引观众的瞬间关注并不重要,并且它们的分数尺寸不会随时间变化。

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