A Novel Multi-Feature Fusion Network With Spatial Partitioning Strategy and Cross-Attention for Armband-Based Gesture Recognition

• मुख्य लेखकों: Fo Hu (लेखक), Mengyuan Qian (लेखक), Kailun He (लेखक), Wen-An Zhang (लेखक), Xusheng Yang (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: IEEE, 2024-01-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

Effectively integrating the time-space-frequency information of multi-modal signals from armband sensor, including surface electromyogram (sEMG) and accelerometer data, is critical for accurate gesture recognition. Existing approaches often neglect the abundant spatial relationships inherent in mult...