Improving Hand Gesture Recognition Robustness to Dynamic Posture Variations by Multimodal Deep Feature Fusion

• Egile Nagusiak: Jiwei Li (Egilea), Bi Zhang (Egilea), Wanxin Chen (Egilea), Chunguang Bu (Egilea), Yiwen Zhao (Egilea), Xingang Zhao (Egilea)
• Formatua: Liburua
• Argitaratua: IEEE, 2024-01-01T00:00:00Z.
• Gaiak: article
• Sarrera elektronikoa: Connect to this object online.

Surface electromyography (sEMG), a human-machine interface for gesture recognition, has shown promising potential for decoding motor intentions, but a variety of nonideal factors restrict its practical application in assistive robots. In this paper, we summarized the current mainstream gesture recog...