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Altered spatial frequency content in paintings by artists with schizophrenia

机译:精神分裂症患者绘画中空间频率含量的变化

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摘要

While it is difficult to imagine the way someone with mental illness perceives the world, paintings produced by mental illness sufferers with artistic talents offer a hint of this experience. Here we analyze these images in terms of statistics related to low-level visual processing. It is known that art in general possesses regular spatial frequency amplitude spectra, probably due to factors including luminance compression, approximation of natural scene spatial statistics, media, and aesthetics. Whatever the contributions of those factors may be, would the same ones apply for artists with schizophrenia? We find that spatial frequency content in paintings by five artists with schizophrenia or schizoaffective disorder is significantly different from that found in a large sample of art by painters without schizophrenia, while other basic spatial and intensity statistics are not different for the two groups. In particular, amplitude spectrum slopes are significantly steeper for paintings by artists with schizophrenia. A separate study of the works of one artist diagnosed with schizoaffective disorder confirmed these findings and showed no effect of medication type on amplitude spectrum slope. We suggest that these results support the notion that people with schizophrenia show decreased contrast sensitivity at low spatial frequencies. If people with schizophrenia cannot perceive low frequencies at the same level of contrast as that at which healthy individuals can, it follows that on average they will portray such components with higher contrast, resulting in steeper spectra.
机译:虽然很难想象患有精神疾病的人如何看待世界,但是由具有艺术才能的精神疾病患者制作的画作提供了这种体验的暗示。在这里,我们根据与低级视觉处理相关的统计数据来分析这些图像。众所周知,一般而言,艺术可能具有规则的空间频率振幅谱,这可能是由于以下因素造成的:亮度压缩,自然场景空间统计的近似值,媒体和美学。无论这些因素的贡献是什么,相同的因素是否适用于患有精神分裂症的艺术家?我们发现五位患有精神分裂症或精神分裂症的艺术家的绘画中的空间频率含量与没有精神分裂症的画家在大量艺术品中发现的空间频率含量显着不同,而两组的其他基本空间和强度统计数据并无差异。特别是对于精神分裂症艺术家的绘画来说,幅度谱的斜率要陡得多。对一名诊断为分裂情感障碍的艺术家的作品进行的另一项研究证实了这些发现,并且未显示药物类型对振幅谱斜率的影响。我们建议这些结果支持以下观点:精神分裂症患者在低空间频率下显示对比敏感度降低。如果精神分裂症患者无法以与健康个体相同的对比度水平感知低频,则可以得出结论,平均而言,他们将以较高的对比度描绘这些成分,从而产生更陡峭的频谱。

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