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GazePro

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arXiv2024-04-18 更新2024-08-06 收录
下载链接:
http://arxiv.org/abs/2404.11798v1
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资源简介:
GazePro是一个大规模的眼动追踪数据集,包含9202名参与者的眼动记录,用于在虚拟现实(VR)平台中建立基于凝视的认证性能基准。该数据集比以往相关工作的数据集至少大一个数量级,包含双眼的光学和视觉轴估计,以及必要的注册和验证持续时间,以实现低于3%的错误拒绝率(FRR)。GazePro数据集的创建旨在探索和验证在现代消费者VR平台上实现高精度凝视认证的可能性,解决在XR设备中实现准确、抗欺骗和隐私保护的用户认证的重要研究课题。

GazePro is a large-scale eye-tracking dataset containing eye movement recordings from 9202 participants, which is developed to establish gaze-based authentication performance benchmarks on virtual reality (VR) platforms. This dataset is at least an order of magnitude larger than datasets from previous related works, and it includes optical and visual axis estimates for both eyes, as well as necessary registration and verification durations to achieve a false rejection rate (FRR) below 3%. GazePro is designed to explore and validate the feasibility of high-precision gaze-based authentication on modern consumer VR platforms, addressing the critical research topic of implementing accurate, anti-spoofing and privacy-preserving user authentication in XR devices.
提供机构:
Meta Reality Labs Research
创建时间:
2024-04-18
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