ウェアラブル皮膚振動センサを用いた個人識別に関する基礎研究

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  • Basic Study on Personal Identification Using Wearable Skin Vibration Sensor

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<p>Movements include personal characteristics and emotions. This study aims at estimation of personal characteristics and emotions by using tactile information. The tactile information is private and its applications could be available for various things like security and communication. Especially, we focus on skin vibration as the tactile information since our tactile sensations are based on our skin deformation and vibration elicited by the mechanical interaction between our skin and an object. As the first step, this paper investigates personal identification using skin vibration at key touching. We use the wearable skin vibration sensor that measures skin-propagated vibration and allows users to touch an object with the bare finger keeping natural tactile sensation. Skin vibrations are collected during 10 days for 10 participants and personal identification is conducted with deep learning. Results demonstrate that skin vibration can be available for personal identification.</p>

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