论文标题
学生管道:一种灵活的MATLAB工具箱,用于眼影和瞳孔数据处理
PUPILS pipeline: A flexible Matlab toolbox for eyetracking and pupillometry data processing
论文作者
论文摘要
随着广泛可用的商业眼镜跟踪器的开发,在工业和学术界,眼睛跟踪和瞳孔测定法的使用已成为认知研究中普遍的工具。但是,处理学生录音通常会被证明具有挑战性,因为眼睛跟踪器产生的原始数据会受到噪音和人工制品的影响。使用学生工具箱,作者希望简化研究人员的学生数据处理。该工具箱接收从“眼球跟踪器”输出文件中提取的原始数据,并对相关的瞳孔事件(例如,眨眼和扫视)提供了分析,插入了丢失的数据并将记录的痕迹降低。工具箱的最终输出是清理录制,可以轻松导出以用于进一步分析。
With the development of widely available commercial eye trackers, the use of eye tracking and pupillometry have become prevalent tools in cognitive research, both in industry and academia. However, dealing with pupil recordings often proves challenging, as the raw data produced by the eye tracker is subject to noise and artifacts. With the PUPILS toolbox the authors wish to simplify the processing of pupil data for researchers. The toolbox receives the raw data extracted from the eye tracker output files and provides an analysis of the relevant pupillary events (e.g., blinks and saccades), interpolates missing data and denoises the recorded traces. The final output of the toolbox is a cleaned up recording that can be easily exported for use in further analysis.