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A Method for Extracting Eye Movement and Response Characteristics to Distinguish Depressed People

机译:一种提取人眼动感和情绪特征的方法

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Eye movement is an important characteristic in the field of image processing and psychology, which reflects people's attention bias. How to design a paradigm with the function of psychological discrimination to extract significant eye movement characteristic is a challenging task. In this paper, we present a novel psychology evaluation system with eye tracking. Negative and positive background images from IAPS and Google are chosen based on the Minnesota Multiphasic Personality Inventory (MMPI). Meanwhile, negative and positive face images are used as emotional foreground. The location of the face images is shown on the left or right randomly. In this paradigm, people with different psychological status have different characteristics of eye movement length, fixation points and response time. The experimental results show that these characteristics have significant discriminability and can be used to distinguish depressed and normal people effectively.
机译:眼动是图像处理和心理学领域的重要特征,它反映了人们的注意力偏向。如何设计具有心理歧视功能的范例以提取重要的眼球运动特征是一项具有挑战性的任务。在本文中,我们提出了一种具有眼动追踪功能的新型心理评估系统。根据明尼苏达州多相人格问卷(MMPI),选择了来自IAPS和Google的负背景图像和正背景图像。同时,将正面和负面的面部图像用作情感前景。脸部图像的位置随机显示在左侧或右侧。在这种范例中,具有不同心理状态的人具有不同的眼动长度,注视点和反应时间特征。实验结果表明,这些特征具有明显的可分辨性,可以有效地区分抑郁和正常人。

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