Alignment-enhanced interactive fusion model for complete and incomplete multimodal hand gesture recognition

S Duan, L Wu, A Liu, X Chen - IEEE Transactions on Neural …, 2023 - ieeexplore.ieee.org
Hand gesture recognition (HGR) based on surface electromyogram (sEMG) and
Accelerometer (ACC) signals is increasingly attractive where fusion strategies are crucial for …

A two-electrode frequency-scan system for gesture recognition

G Ma, H Chen, P Wang, S Dong, X Wang - Mechatronics, 2023 - Elsevier
In this paper, we proposed a novel two-electrode, frequency-scan gesture recognition
system based on bio-impedance measurement. This method not only achieves a high …

From Unimodal to Multimodal: improving the sEMG-Based Pattern Recognition via deep generative models

W Wei, L Ren - arXiv preprint arXiv:2308.04091, 2023 - arxiv.org
Multimodal hand gesture recognition (HGR) systems can achieve higher recognition
accuracy. However, acquiring multimodal gesture recognition data typically requires users to …

Virtual Keyboard System Based on IMU Glove

X Wang, J Meng, H Zhang, Y Yan… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
Portable text entry systems on mobile computing devices have been increasingly demanded
to facilitate daily use. Unfortunately, existing virtual keyboards struggle to trade off text input …

[PDF][PDF] Third Year Report

YD Kwon - 2023 - theyoungkwon.github.io
2. Background. This chapter describes the relevant research in more details in the areas of
on-device ML and CL to discuss the necessity, novelty, and contributions of this thesis. 3 …