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空间频率信息在基于种族的面部分类中的作用。

The Role of Spatial Frequency Information in Face Classification by Race.

作者信息

Zhang Guoping, Wang Zeyao, Wu Jie, Zhao Lun

机构信息

The China Academy of Corporate Governance and Business School, Nankai UniversityTianjin, China.

The Center for Brain and Cognitive Sciences and Department of Psychology, Peking UniversityBeijing, China.

出版信息

Front Psychol. 2017 Aug 24;8:1152. doi: 10.3389/fpsyg.2017.01152. eCollection 2017.

DOI:10.3389/fpsyg.2017.01152
PMID:28970809
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5609628/
Abstract

It was found that face classification by race is more quickly for other-race than own-race faces (other-race classification advantage, ORCA). Controlling the spatial frequencies of face images, the current study investigated the perceptual processing differences based on spatial frequencies between own-race and other-race faces that might account for the ORCA. Regardless of the races of the observers, the own-race faces were classified faster and more accurately for broad-band faces than for both lower and higher spatial frequency (SF) faces, whereas, although other-race faces were classified less accurately for higher SF than for either broad-band or lower SF faces, there was no difference between broad-band and lower SF conditions of other-race faces. Although it was not evident for higher SF condition, the ORCA was more evident for lower SF than that for broad-band faces. The present data indicate that global/configural information is needed for subordinate race categorization of faces and that an important source of ORCA is application of global/configural computations by default while categorizing an own-race face but not while categorizing an other-race face.

摘要

研究发现,对其他种族面孔进行种族面部分类比对本种族面孔更快(其他种族分类优势,ORCA)。通过控制面部图像的空间频率,本研究调查了基于空间频率的本种族和其他种族面孔之间的感知处理差异,这些差异可能解释了ORCA。无论观察者的种族如何,对于宽带面孔,本种族面孔的分类速度比低空间频率(SF)和高空间频率面孔都更快、更准确,而对于其他种族面孔,虽然高SF面孔的分类准确性低于宽带或低SF面孔,但宽带和低SF条件下的其他种族面孔之间没有差异。虽然在高SF条件下不明显,但ORCA在低SF条件下比在宽带面孔中更明显。目前的数据表明,对面孔进行从属种族分类需要全局/整体信息,ORCA的一个重要来源是在对本种族面孔进行分类时默认应用全局/整体计算,而对其他种族面孔进行分类时则不然。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/349d/5609628/ee2060087499/fpsyg-08-01152-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/349d/5609628/aa3c1e240bc2/fpsyg-08-01152-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/349d/5609628/ee2060087499/fpsyg-08-01152-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/349d/5609628/aa3c1e240bc2/fpsyg-08-01152-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/349d/5609628/ee2060087499/fpsyg-08-01152-g002.jpg

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本文引用的文献

1
Do neural correlates of face expertise vary with task demands? Event-related potential correlates of own- and other-race face inversion.面孔专长的神经相关性是否随任务需求而变化?自身和他人种族面孔倒置的事件相关电位相关性。
Front Hum Neurosci. 2013 Dec 24;7:898. doi: 10.3389/fnhum.2013.00898. eCollection 2013.
2
The role of features and configural processing in face-race classification.特征和构型加工在面孔种族分类中的作用。
Vision Res. 2011 Dec 8;51(23-24):2462-70. doi: 10.1016/j.visres.2011.10.001. Epub 2011 Oct 8.
3
Stimulus type, level of categorization, and spatial-frequencies utilization: implications for perceptual categorization hierarchies.
刺激类型、分类水平和空间频率利用:对感知分类层次结构的影响。
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Social contact and other-race face processing in the human brain.人类大脑中的社交接触与其他种族面孔加工
Soc Cogn Affect Neurosci. 2008 Mar;3(1):16-25. doi: 10.1093/scan/nsm035. Epub 2007 Dec 3.
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Own- and other-race categorization of faces by race, gender, and age.基于种族、性别和年龄对面孔进行自我种族和其他种族分类。
Psychon Bull Rev. 2008 Dec;15(6):1093-9. doi: 10.3758/PBR.15.6.1093.
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An own-race advantage for components as well as configurations in face recognition.在人脸识别中,存在针对面部特征以及面部结构的同种族优势。
Cognition. 2008 Feb;106(2):1017-27. doi: 10.1016/j.cognition.2007.04.002. Epub 2007 May 23.
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Expert face coding: configural and component coding of own-race and other-race faces.专家面部编码:本族和其他种族面孔的构型与成分编码
Psychon Bull Rev. 2006 Jun;13(3):499-505. doi: 10.3758/bf03193876.
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Holistic processing is finely tuned for faces of one's own race.整体加工针对自己种族的面孔进行了精细调整。
Psychol Sci. 2006 Jul;17(7):608-15. doi: 10.1111/j.1467-9280.2006.01752.x.
9
Faces are "spatial"--holistic face perception is supported by low spatial frequencies.面部具有“空间性”——整体面部感知由低空间频率支持。
J Exp Psychol Hum Percept Perform. 2006 Aug;32(4):1023-39. doi: 10.1037/0096-1523.32.4.1023.
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Culture and the physical environment. Holistic versus analytic perceptual affordances.文化与自然环境。整体与分析性的感知可供性。
Psychol Sci. 2006 Feb;17(2):113-9. doi: 10.1111/j.1467-9280.2006.01673.x.