Exploring Eye-Tracking-Based Detection of Visual Search for Elderly People

Michael Dietz, Daniel Schork, E. André
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引用次数: 3

Abstract

Visual search plays an important role in our daily lives and can be very frustrating whenever we cannot remember where we left objects, such as keys or wallets. This is especially true for elderly people, since they forget things more often and face this challenge very frequently. While there are several studies which analyze eye movements during visual search, none of them actually tries to detect whether a user is searching for something or not. However, this information is necessary to recognize when the user needs assistance. Therefore, we propose an eye-tracking-based multimodal approach in order to detect visual search and to support the user in that situation. Furthermore, we explore multiple strategies to inform the user of the desired object's location using a head mounted display. With the help of a prototypical implementation and evaluation of the acquired sensor data, we show that our method is feasible and capable of dealing with this challenge.
基于眼动追踪的老年人视觉搜索检测研究
视觉搜索在我们的日常生活中扮演着重要的角色,当我们记不起我们把东西放在哪里时,比如钥匙或钱包,这可能会让我们非常沮丧。对于老年人来说尤其如此,因为他们更经常忘记事情,并且经常面临这种挑战。虽然有几项研究分析了视觉搜索过程中的眼球运动,但实际上没有一项研究试图检测用户是否在搜索某些东西。然而,这些信息对于识别用户何时需要帮助是必要的。因此,我们提出了一种基于眼动追踪的多模态方法来检测视觉搜索并在这种情况下为用户提供支持。此外,我们探索了使用头戴式显示器告知用户所需对象位置的多种策略。通过对采集到的传感器数据的原型实现和评估,我们证明了我们的方法是可行的,能够应对这一挑战。
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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