An end-to-end piezoelectric sensor and compact 1D-CNN pipeline recognizes six gestures from desk vibrations with high accuracy, including strong user-independent results on data from 15 participants.
VibSense: Sensing Touches on Ubiquitous S urfaces through Vibration
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Towards an End-To-End System for Real-Time Gesture Recognition from Surface Vibrations
An end-to-end piezoelectric sensor and compact 1D-CNN pipeline recognizes six gestures from desk vibrations with high accuracy, including strong user-independent results on data from 15 participants.