Domain Adaptation for sEMG-based Gesture Recognition with Recurrent
Neural Networks

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Domain Adaptation for sEMG-based Gesture Recognition with Recurrent Neural Networks

21 January 2019

István Ketykó

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Papers citing "Domain Adaptation for sEMG-based Gesture Recognition with Recurrent Neural Networks"

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Title
Electromyography-Based Gesture Recognition: Hierarchical Feature Extraction for Enhanced Spatial-Temporal Dynamics Jungpil Shin Abu Saleh Musa Miah Sota Konnai Shu Hoshitaka Pankoo Kim 63 0 0 04 Apr 2025
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 38 0 0 07 Oct 2024
Spatial Adaptation Layer: Interpretable Domain Adaptation For Biosignal Sensor Array Applications Joao Pereira Michael Alummoottil Dimitrios Halatsis Dario Farina 77 1 0 12 Sep 2024
ViT-MDHGR: Cross-day Reliability and Agility in Dynamic Hand Gesture Prediction via HD-sEMG Signal Decoding Qin Hu G. A. Azar A. Fletcher Sundeep Rangan S. F. Atashzar 22 3 0 22 Sep 2023
Transfer: Cross Modality Knowledge Transfer using Adversarial Networks -- A Study on Gesture Recognition Payal Kamboj Ayan Banerjee Sandeep K. S. Gupta 47 1 0 26 Jun 2023
Surface EMG-Based Inter-Session/Inter-Subject Gesture Recognition by Leveraging Lightweight All-ConvNet and Transfer Learning Md. Rabiul Islam Daniel Massicotte P. Massicotte Wei-Ping Zhu 36 15 0 13 May 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 33 2 0 29 Nov 2022
Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond Di Wu Jie Yang Mohamad Sawan OOD MedIm 79 22 0 03 Oct 2022
GesSure- A Robust Face-Authentication enabled Dynamic Gesture Recognition GUI Application A. Jha Ishita Ishita Pratham G. Shenwai A. Batra Siddharth R Kotian P. Modi CVBM 20 1 0 22 Jul 2022
ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals Mansooreh Montazerin Soheil Zabihi E. Rahimian Arash Mohammadi F. Naderkhani ViT 43 27 0 25 Jan 2022
Deep Transfer-Learning for patient specific model re-calibration: Application to sEMG-Classification S. Lehmler Muhammad Saif-ur-Rehman Tobias Glasmachers Ioannis Iossifidis 31 5 0 30 Dec 2021
Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances Shibo Zhang Yaxuan Li Shen Zhang Farzad Shahabi S. Xia Yuanbei Deng N. Alshurafa BDL 78 316 0 31 Oct 2021
CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning Garrett Wilson J. Doppa D. Cook 80 34 0 30 Sep 2021
sEMG Gesture Recognition with a Simple Model of Attention David Josephs Carson Drake Andrew Heroy John Santerre 64 48 0 05 Jun 2020
On the Metrics and Adaptation Methods for Domain Divergences of sEMG-based Gesture Recognition István Ketykó Ferenc Kovács TTA 33 2 0 18 Dec 2019