多用户眼球追踪

Bhanuka Mahanama
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引用次数: 2

摘要

人类的凝视特征为人类在各种活动中的行为提供了信息线索。使用传统的眼动仪,评估野外的凝视特征需要每个参与者一个专用的设备,因此不适合大规模实验。在本研究中,我们提出了一种基于商品硬件的多用户眼动追踪系统。我们利用深度神经网络和大规模数据集的最新进展来实现我们的系统。我们的初步研究为商用硬件上的多用户眼动追踪提供了有希望的结果,为大规模研究提供了一种经济有效的解决方案。
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Multi-User Eye-Tracking
The human gaze characteristics provide informative cues on human behavior during various activities. Using traditional eye trackers, assessing gaze characteristics in the wild requires a dedicated device per participant and therefore is not feasible for large-scale experiments. In this study, we propose a commodity hardware-based multi-user eye-tracking system. We leverage the recent advancements in Deep Neural Networks and large-scale datasets for implementing our system. Our preliminary studies provide promising results for multi-user eye-tracking on commodity hardware, providing a cost-effective solution for large-scale studies.
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