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Improved Network and Training Scheme for Cross-Trial Surface Electromyography (sEMG)-Based Gesture Recognition

To enhance the performance of surface electromyography (sEMG)-based gesture recognition, we propose a novel network-agnostic two-stage training scheme, called <i>sEMGPoseMIM</i>, that produces trial-invariant representations to be aligned with corresponding hand movements via cross-modal knowledge d...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Qingfeng Dai, Yongkang Wong, Mohan Kankanhali, Xiangdong Li, Weidong Geng
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2023-09-01
Rangatū:Bioengineering
Ngā marau:
Urunga tuihono:https://www.mdpi.com/2306-5354/10/9/1101
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