Cover Image

SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Guo, Weiyu, Sun, Ying, Xu, Yijie, Qiao, Ziyue, Yang, Yongkui, Xiong, Hui
Format:	Preprint
Published:	2024
Subjects:	Human-Computer Interaction Artificial Intelligence Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FORS-EMG: A Novel sEMG Dataset for Hand Gesture Recognition Across Multiple Forearm Orientations
by: Rumman, Umme, et al.
Published: (2024)

High-speed Low-consumption sEMG-based Transient-state micro-Gesture Recognition
by: Han, Youfang, et al.
Published: (2024)

sEMG-based Gesture-Free Hand Intention Recognition: System, Dataset, Toolbox, and Benchmark Results
by: Li, Hongxin, et al.
Published: (2024)

On Optimizing Electrode Configuration for Wrist-Worn sEMG-Based Thumb Gesture Recognition
by: Zhong, Wenjuan, et al.
Published: (2026)

Muscle Anatomy-aware Geometric Deep Learning for sEMG-based Gesture Decoding
by: Dash, Adyasha, et al.
Published: (2025)

Heterogeneous Population Encoding for Multi-joint Regression using sEMG Signals
by: Baracat, Farah, et al.
Published: (2025)

A Spatio-Temporal Graph Convolutional Network for Gesture Recognition from High-Density Electromyography
by: Zhong, Wenjuan, et al.
Published: (2023)

REACT: A Conditioning Framework for User-Adaptive sEMG Hand Pose Estimation
by: Xie, Eric, et al.
Published: (2026)

Impact of Electrode Position on Forearm Orientation Invariant Hand Gesture Recognition
by: Islam, Md. Johirul, et al.
Published: (2024)

Micro Hand Gesture Recognition System Using Ultrasonic Active Sensing
by: Sang, Yu, et al.
Published: (2017)

EMG-UP: Unsupervised Personalization in Cross-User EMG Gesture Recognition
by: Wang, Nana, et al.
Published: (2025)

From Continuous sEMG Signals to Discrete Muscle State Tokens: A Robust and Interpretable Representation Framework
by: Chen, Yuepeng, et al.
Published: (2026)

Low Power Neuromorphic EMG Gesture Classification
by: Bezugam, Sai Sukruth, et al.
Published: (2022)

Towards Robust and Interpretable EMG-based Hand Gesture Recognition using Deep Metric Meta Learning
by: Tam, Simon, et al.
Published: (2024)

Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in Surface Electromyographic Signal Analysis
by: Guo, Weiyu, et al.
Published: (2024)

GesturePrint: Enabling User Identification for mmWave-based Gesture Recognition Systems
by: Xu, Lilin, et al.
Published: (2024)

Lightweight Test-Time Adaptation for EMG-Based Gesture Recognition
by: Touko, Nia, et al.
Published: (2026)

SparseEMG: Computational Design of Sparse EMG Layouts for Sensing Gestures
by: Kumar, Anand, et al.
Published: (2025)

sEMG-based Fine-grained Gesture Recognition via Improved LightGBM Model
by: Qiao, Xiupeng, et al.
Published: (2024)

Physics-informed Deep Learning for Muscle Force Prediction with Unlabeled sEMG Signals
by: Ma, Shuhao, et al.
Published: (2024)

User Training with Error Augmentation for Electromyogram-based Gesture Classification
by: Bicer, Yunus, et al.
Published: (2023)

Sparse Wearable Sonomyography Sensor-based Proprioceptive Proportional Control Across Multiple Gestures
by: Kamatham, Anne Tryphosa, et al.
Published: (2024)

A Comparative Study of EMG- and IMU-based Gesture Recognition at the Wrist and Forearm
by: Baghernezhad, Soroush, et al.
Published: (2025)

New Synthetic Goldmine: Hand Joint Angle-Driven EMG Data Generation Framework for Micro-Gesture Recognition
by: Wang, Nana, et al.
Published: (2025)

sEMG-Based Joint Angle Estimation via Hierarchical Spiking Attentional Feature Decomposition Network
by: Zhou, Xin, et al.
Published: (2024)

A Contextual Bandits Approach for Personalization of Hand Gesture Recognition
by: Lin, Duke, et al.
Published: (2025)

Typing Reinvented: Towards Hands-Free Input via sEMG
by: Lee, Kunwoo, et al.
Published: (2025)

LowKeyEMG: Electromyographic typing with a reduced keyset
by: Lee, Johannes Y., et al.
Published: (2025)

Evaluating Gesture Recognition in Virtual Reality
by: Sabbella, Sandeep Reddy, et al.
Published: (2024)

Multi-Source EEG Emotion Recognition via Dynamic Contrastive Domain Adaptation
by: Xiao, Yun, et al.
Published: (2024)

Optimizing Gesture Recognition for Seamless UI Interaction Using Convolutional Neural Networks
by: Sun, Qi, et al.
Published: (2024)

Application of Artificial Intelligence in Hand Gesture Recognition with Virtual Reality: Survey and Analysis of Hand Gesture Hardware Selection
by: Wang, Jindi
Published: (2024)

Unsupervised Domain Adaptation for RF-based Gesture Recognition
by: Zhang, Bin-Bin, et al.
Published: (2021)

Wireless Silent Speech Interface Using Multi-Channel Textile EMG Sensors Integrated into Headphones
by: Tang, Chenyu, et al.
Published: (2025)

Spiking Neural Network Decoders of Finger Forces from High-Density Intramuscular Microelectrode Arrays
by: Baracat, Farah, et al.
Published: (2025)

Time2Vec Transformer for Robust Gesture Recognition from Low-Density sEMG
by: Hristov, Blagoj, et al.
Published: (2026)

Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition
by: Ye, Weishan, et al.
Published: (2023)

GestureCoach: Rehearsing for Engaging Talks with LLM-Driven Gesture Recommendations
by: Ram, Ashwin, et al.
Published: (2025)

ImmCOGNITO: Identity Obfuscation in Millimeter-Wave Radar-Based Gesture Recognition for IoT Environments
by: Liu, Ying, et al.
Published: (2026)

MEET: Mixture of Experts Extra Tree-Based sEMG Hand Gesture Identification
by: Gehlot, Naveen, et al.
Published: (2024)