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Anuoluwapo Bolarinwa

2 accepted papers

2024

emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose Estimation

NeurIPS 2024poster

Hands are the primary means through which humans interact with the world. Reliable and always-available hand pose inference could yield new and intuitive control schemes for human-computer interactions, particularly in virtual and augmented reality. Computer vision is effective but requires one or m…

2024

emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography

NeurIPS 2024poster

Surface electromyography (sEMG) non-invasively measures signals generated by muscle activity with sufficient sensitivity to detect individual spinal neurons and richness to identify dozens of gestures and their nuances. Wearable wrist-based sEMG sensors have the potential to offer low friction, subt…