How Scientists Use Webcams to Track Human Gaze

Anatolii Evdokimov, Alina Enikeeva, Paean Luby, Arryn Robbins
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Abstract

Eye tracking is a technology that can record people’s eye movements and tell scientists what people look at on screens or out in the world. Scientists use eye tracking to understand what people notice or remember; marketing researchers who create ads use eye tracking to see what type of ads or products capture people’s attention; and video game designers use eye tracking to see what parts of a game are confusing to players, so designers can fix the game. Eye-tracking equipment can be expensive and time consuming for researchers to use, so is there another way to record eye movements without buying an eye tracker? There is! Computer scientists can use a computer-based method called machine learning to turn an everyday webcam into an eye tracker. They can even do this with mobile phones! In this article, you will learn about how eye trackers work and the advantages of disadvantages of using webcams to track eyes.
科学家如何利用网络摄像头追踪人类目光
眼动仪是一种可以记录人们眼球运动的技术,它可以告诉科学家人们在屏幕上或在外面的世界里看了什么。科学家利用眼动仪了解人们注意到或记住了什么;制作广告的营销研究人员利用眼动仪了解什么类型的广告或产品能吸引人们的注意力;视频游戏设计师利用眼动仪了解游戏中哪些部分让玩家感到困惑,以便设计师修正游戏。对于研究人员来说,使用眼动仪既昂贵又耗时,那么有没有其他方法可以在不购买眼动仪的情况下记录眼球运动呢?有!计算机科学家可以使用一种名为 "机器学习 "的计算机方法,将日常使用的网络摄像头变成眼动追踪器。他们甚至可以用手机做到这一点!在本文中,您将了解到眼动追踪器的工作原理,以及使用网络摄像头追踪眼睛的优缺点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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