首页> 外国专利> TOWARD REAL-TIME ESTIMATION OF DRIVER SITUATION AWARENESS: AN EYE TRACKING APPROACH BASED ON MOVING OBJECTS OF INTEREST

TOWARD REAL-TIME ESTIMATION OF DRIVER SITUATION AWARENESS: AN EYE TRACKING APPROACH BASED ON MOVING OBJECTS OF INTEREST

机译:朝着驾驶员情况的实时估计意识:基于移动对象的眼睛跟踪方法

摘要

The present disclosure provides a method and system to operationalize driver eye movement data analysis based on moving objects of interest. Correlation and/or regression analyses between indirect (e.g., eye-tracking) and/or direct measures of driver awareness may identify variables that feature spatial and/or temporal aspects of driver eye glance behavior relative to objects of interest. The proposed systems and methods may be further combined with computer-vision techniques such as object recognition to (e.g., fully) automate eye movement data processing as well as machine learning approaches to improve the accuracy of driver awareness estimation.
机译:本公开提供了一种基于移动物体的移动对象的驱动眼睛移动数据分析的方法和系统。 间接(例如,眼跟踪)和/或驾驶员意识的直接测量之间的相关性和/或回归分析可以识别相对于感兴趣对象的驾驶员眼光行为的空间和/或时间方面的变量。 所提出的系统和方法可以进一步与计算机视觉技术相结合,例如对象识别(例如,完全)自动化眼球移动数据处理以及机器学习方法以提高驾驶员意识估计的准确性。

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