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

• Autores principales: Jiwei Li (Autor), Bi Zhang (Autor), Wanxin Chen (Autor), Chunguang Bu (Autor), Yiwen Zhao (Autor), Xingang Zhao (Autor)
• Formato: Libro
• Publicado: IEEE, 2024-01-01T00:00:00Z.
• Materias: article
• Acceso en línea: 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...