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Jia-Cheng Ge

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#machine learning Preprint Sep 2026

EFormer: Temporally Aligned Local Correction for Continuous sEMG-Based Hand Pose Tracking

Surface electromyography (sEMG) provides a wearable, camera-free signal for continuous hand-motion inference. Mapping muscle activity to joint kinematics remains challenging because the recorded waveforms are indirect measurements, their relationship with motion changes over time, and individual anatomy and sensor plac...

Jia-Cheng Ge, Si-Yu Zhang · 0 citations

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