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在识别基本面部表情的视野限制:一个结合眼睛跟踪和凝视应急研究研究

Melina Boratto Urtado¹, Rafael Delalibera Rodrigues², Sergio Sheiji Fukusima¹

¹Faculty of Philosophy, Sciences and Letters at Ribeirão Preto, University of São Paulo, Ribeirão Preto 14040-901, Brazil.

Behavioral sciences (Basel, Switzerland)

|May 24, 2024

概括

偏视觉显著影响情感面部表情识别的准确性. 目前的眼睛跟踪分析方法应该包括对的数据,以获得更可靠的结果.

科学领域:

认知心理学认知心理学
神经科学是一个神经科学.
人与计算机的交互

背景情况:

识别情感面部表情对于社会互动至关重要.
现有的眼睛跟踪分析往往忽略了对视和外周视力的作用.
研究中的差异可能源于对视觉场数据的不同分析方法.

研究的目的:

为了研究视野孔径对情感面部表情识别的影响.
为了确定偏视觉是否在准确识别面部情绪方面发挥着重要作用.
识别眼睛追踪数据分析方法当前的潜在局限性.

主要方法:

163名志愿者被分为三个组:没有视觉限制 (NVR),偏和足视力 (PFFV) 和足视力 (FV).
眼睛跟踪和凝视应急性被用来收集视觉检查和判断数据从30张面部图像在五种情绪.
眼睛运动指标和可视化 (EyeMMV) 处理了原始的眼睛跟踪数据.

主要成果:

限制视野增加了视觉检查时间,固定次数和固定持续时间.
面部表情识别准确度在NVR/FV和PFFV/FV组之间有显著差异,但不是NVR/PFFV.
准视觉被确定为影响识别准确性的关键区域.

结论:

视野孔径的范围极大地影响了情感面部表情的识别.
偏视觉对于准确地识别面孔的情绪是必不可少的.
眼睛跟踪分析方法应修订,以包括延伸到偏面水平的视野角度,以提高可靠性.

关键词:

眼睛追踪眼睛追踪面部表情识别面部表情识别凝视的意想不到的情况移动窗户技术移动窗户技术视觉检查视觉检查视觉检查视觉检查

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