ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High
Density Surface EMG Signals

ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals

25 January 2022

Mansooreh Montazerin

Arash Mohammadi

Papers citing "ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals"

6 / 6 papers shown

Title
Masked Autoencoder with Swin Transformer Network for Mitigating Electrode Shift in HD-EMG-based Gesture Recognition Kasra Laamerad Mehran Shabanpour Md. Rabiul Islam Arash Mohammadi 36 0 0 07 Oct 2024
A Spatio-Temporal Graph Convolutional Network for Gesture Recognition from High-Density Electromyography Wenjuan Zhong Yuyang Zhang Peiwen Fu Wenxuan Xiong Mingming Zhang 27 5 0 01 Dec 2023
A Deep Learning Sequential Decoder for Transient High-Density Electromyography in Hand Gesture Recognition Using Subject-Embedded Transfer Learning G. A. Azar Qin Hu M. Emami A. Fletcher Sundeep Rangan S. F. Atashzar 11 2 0 23 Sep 2023
Transformer-based Hand Gesture Recognition via High-Density EMG Signals: From Instantaneous Recognition to Fusion of Motor Unit Spike Trains Mansooreh Montazerin E. Rahimian F. Naderkhani S. F. Atashzar Svetlana Yanushkevich Arash Mohammadi 29 2 0 29 Nov 2022
HYDRA-HGR: A Hybrid Transformer-based Architecture for Fusion of Macroscopic and Microscopic Neural Drive Information Mansooreh Montazerin E. Rahimian F. Naderkhani S. F. Atashzar Hamid Alinejad-Rokny Arash Mohammadi 16 6 0 27 Oct 2022
Deep learning based Hand gesture recognition system and design of a Human-Machine Interface A. Sen Tapas Kumar Mishra Ratnakar Dash 19 12 0 07 Jul 2022