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A comparative case study of face recognition: the contribution of configural and part-based recognition systems, and their interaction.

机译:人脸识别的比较案例研究:结构化和基于零件的识别系统及其交互作用。

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Understanding the interaction between the configural and part-based systems in face recognition is the major aim of this study. Specifically, we established whether configural representation of faces contribute to aspects of face recognition that depend on part-based processes, such as identifying inverted or fractured faces. Using face recognition tasks that require part-based or configural processing, we compared the results of CK--a man who has object agnosia and alexia [Moscovitch, M., Winocur, G., & Behrmann, M. (1997). What is special about face recognition? Nineteen experiments on a person with visual object agnosia and dyslexia but normal face recognition. Journal of Cognitive Neuroscience, 9(5), 555-604] but normal upright face recognition, to those of DC--a man who has prosopagnosia but normal object recognition. CK was normal at recognizing faces if configural processing was sufficient, but poor at recognizing faces that were modified so as to alter their gestalt, and require part-based processing (Moscovitch et al.). DC was impaired at recognizing upright faces and his performance declined in all tasks involving recognition of modified faces, including those that depend on part-based and on configural processing. Nevertheless, DC was normal on tasks involving perception of generic faces and face imagery. These results show that although configural face perception can proceed without part-based processing, the reverse is not the case. Our results suggest that the configural system is always necessary for face recognition, and appears to support what remains of face identification even in prosopagnosic people who have an intact part-based system.
机译:了解人脸识别中基于配置的系统和基于零件的系统之间的相互作用是本研究的主要目标。具体来说,我们确定了人脸的配置表示是否有助于人脸识别的各个方面,这些方面取决于基于零件的过程,例如识别倒立或破碎的人脸。使用需要基于零件或配置处理的面部识别任务,我们比较了CK的结果-患有对象失明和厌食症的男性[Moscovitch,M.,Winocur,G.,&Behrmann,M.(1997)。人脸识别有什么特别之处?对患有视物失认和阅读障碍但人脸识别正常的人进行了19个实验。 Journal of Cognitive Neuroscience,9(5),555-604],但直立的人脸识别比DC的直觉-该人患有闭绝症但对象识别正常。如果配置处理足够,则CK在识别人脸时是正常的,但在识别经过修改以更改其格式像并需要基于零件的处理的人脸时则较差(Moscovitch等人)。 DC不能识别直立的面孔,并且在涉及识别已修改面孔的所有任务(包括那些依赖于基于零件和配置处理的任务)中,其性能都会下降。然而,DC在涉及感知普通面部和面部图像的任务上是正常的。这些结果表明,尽管无需基于零件的处理也可以进行配置式面部感知,但情况并非如此。我们的研究结果表明,配置系统始终是面部识别所必需的,并且即使在具有完整的基于零件的系统的患有围绝症的患者中,它似乎也可以支持面部识别的其余功能。

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