Demonstration of Finger Tracking Using Capacitive Sensing with a Ring

Demonstration of Finger Tracking Using Capacitive Sensing with a Ring
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使用指环电容式感应进行手指跟踪的演示

DOI:
10.1145/3379336.3381475
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发表时间:
2020
期刊:
Proceedings of the 25th International Conference on Intelligent User Interfaces Companion
影响因子:
--
通讯作者:
S. Albayrak
S. Albayrak
中科院分区:
--
文献类型:
--
作者:
M. Wilhelm;J.-P. Lechler;D. Krakowczyk;S. Albayrak

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在这篇演示论文中,我们提出了一个基于戒指的手指跟踪方法的演示。演示器由一个环形交互设备组成,称为PeriSense,利用电容感应来实现手指跟踪。通过测量电极和人体皮肤之间的电容接近度来感测戴戒指的手指和相邻手指的运动。为了将电容测量值映射到手指角度,我们应用了基于长短期记忆(LSTM)的回归模型。虚拟3D手模型同时呈现预测的手指角度。
In this demo paper, we present a demonstrator for a ring-based finger tracking approach. The demonstrator consists of a ring-shaped interaction device, called PeriSense, utilizing capacitive sensing in order to enable finger tracking. The motion of the finger wearing the ring and the adjacent fingers is sensed by measuring the capacitive proximity between the electrodes and the human skin. To map the capacitive measurements to the finger angles, we apply a regression model based on long short-term memory (LSTM). A virtual 3D hand model renders simultaneous the predicted finger angles.
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DOI: 10.1109/icsens.2018.8589898
发表时间: 2018
期刊: 2018 IEEE SENSORS
影响因子: --
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使用电容式传感器和长短期记忆进行基于环的手指跟踪
DOI: 10.1145/3377325.3377535
发表时间: 2020
期刊: Proceedings of the 25th International Conference on Intelligent User Interfaces
影响因子: --
作者:
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DOI: 10.1145/2459236.2459241
发表时间: 2013
期刊: Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology
影响因子: --
作者:
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