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Designs and Algorithms to Map Eye Tracking Data with Dynamic Multielement Moving Objects

机译:动态多元素运动对象映射眼动数据的设计和算法

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摘要

Design concepts and algorithms were developed to address the eye tracking analysis issues that arise when (1) participants interrogate dynamic multielement objects that can overlap on the display and (2) visual angle error of the eye trackers is incapable of providing exact eye fixation coordinates. These issues were addressed by (1) developing dynamic areas of interests (AOIs) in the form of either convex or rectangular shapes to represent the moving and shape-changing multielement objects, (2) introducing the concept of AOI gap tolerance (AGT) that controls the size of the AOIs to address the overlapping and visual angle error issues, and (3) finding a near optimal AGT value. The approach was tested in the context of air traffic control (ATC) operations where air traffic controller specialists (ATCSs) interrogated multiple moving aircraft on a radar display to detect and control the aircraft for the purpose of maintaining safe and expeditious air transportation. In addition, we show how eye tracking analysis results can differ based on how we define dynamic AOIs to determine eye fixations on moving objects. The results serve as a framework to more accurately analyze eye tracking data and to better support the analysis of human performance.
机译:开发了设计概念和算法来解决以下问题:(1)参与者询问可在显示屏上重叠的动态多元素对象,以及(2)眼动仪的视角误差无法提供准确的眼动坐标,从而引发眼动分析问题。通过(1)开发凸或矩形形状的动态感兴趣区域(AOI)来表示移动的和变形的多元素对象,解决了这些问题,(2)引入了AOI间隙公差(AGT)的概念,控制AOI的大小以解决重叠和视角误差问题,以及(3)找到接近最佳的AGT值。该方法已在空中交通管制(ATC)运营环境中进行了测试,其中空中交通管制员专家(ATCS)在雷达显示器上询问多架正在运行的飞机,以检测和控制飞机,以维持安全,迅速的空中运输。此外,我们展示了如何根据定义动态AOI来确定运动对象上的眼睛注视的眼动跟踪分析结果如何不同。结果可作为更准确地分析眼动数据并更好地支持对人类绩效分析的框架。

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