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Ji-Zhou Song

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Open access Sep 2026

Fine-grained multi-level gesture recognition based on a stretchable multichannel ultrasonic device

A stretchable multichannel ultrasonic device comprising four functional sites and sixteen piezoelectric modules yields high classification accuracy, improved class-wise recognition balance, more effective learning from multi-subject data and enhanced calibration-assisted adaptation to shifted device positions and new u...

Xin-Yi Lin, Hang Liu, Kai Lin et al. · 0 citations

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