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端口输入:通过压力阵列传感器启用始终可用的微手势输入.

Haiyan Jiang, Henry Been-Lirn Duh, Mingwei Hu

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    此摘要是机器生成的。

    本研究介绍了PortInput,这是一个强大的系统,用于使用压力传感器进行环境独立的微手势交互. 它为增强现实和其他应用程序提供高效,舒适的输入,即使在杂的环境中.

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    科学领域:

    • 人与计算机的交互
    • 可穿戴技术可穿戴技术
    • 传感器技术 传感器技术

    背景情况:

    • 微型手势提供了自然的,私人的输入,但在现实世界中通常是不可靠的.
    • 现有的方法与环境依赖性作斗争,限制了它们的实际使用.

    研究的目的:

    • 使用便携式压力传感器开发一种环境独立的微手势交互系统.
    • 创建一个强大的实时系统,用于准确的微型手势识别和跟踪.

    主要方法:

    • 开发了三种便携式原型 (手指婴儿床,手指穿戴,基于表面) 配有紧的压力阵列传感器.
    • 提出了一个深度学习模型,从时间压力模式分类14个微手势.
    • 将组件集成到PortInput实时交互系统中.

    主要成果:

    • 在使用增强现实 (AR) 头部显示器 (HMD) 的用户研究中,PortInput 证明了强大的微手势跟踪和检测.
    • 实现了与商业设备相比较的准确性,输入速度更快,感知工作负载更低.
    • 在坐着和行走的条件下显示出更好的可用性和用户体验.

    结论:

    • PortInput提供高效,强大,舒适的微手势交互在各种场景,包括AR/VR,智能家居和车辆.
    • 该系统即使在杂或杂乱的环境中也能有效地运行.
    • 这项工作为将压力传感器集成到便携式设备中为无处不在的计算奠定了基础.