Publications citing Gesture Recognition and Biometrics ElectroMyogram (GRABMyo) v1.1.0

MAGIC: A Dataset Capturing Mid-Air Gesture Performance for Interaction and Feature Analysis
Masoumehsadat Hosseini, Dimitar Valkov, Donald Degraen et al. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, 2026. Cites: dataset

A Myoelectric-Controlled 3D-Printed Prosthetic Arm: Design and Implementation
Tamali Abderrahmane, Tamali Mohammed, Bensadek Ibrahim et al. Lecture notes in networks and systems, 2026. Cites: paper

Enhancing Multivariate Time-Series Class Incremental Learning with Informative Spatiotemporal Consolidation
Maojing Shu, Xiaopeng Guo, Jun Sun. Lecture notes in computer science, 2026. Cites: paper

Thermally configuring thermoelectric textile for sustainable power and personal thermoregulation
Xue Han, Weirong Cao, Danqing Huang et al. The Innovation, 2026. Cites: paper

Real-Time Gesture Recognition Using Multi-Channel sEMG Signals With Spatial-Temporal Spiking Neural Network
Hongxin Li, Qian Zhong, Jingsheng Tang et al. IEEE Transactions on Circuits & Systems II Express Briefs, 2026. Cites: paper

Evaluation of Time Domain Feature Combinations for LDA and KNN in EMG-Based Hand Movement Classification
Andrea Vaštag, Nikola Jorgovanović, Filip Gašparić et al. International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), 2026. Cites: paper

A Multimodal benchmark of EMG and 3D hand motion for gesture recognition and biometric authentication
Wejdan Al-Mari, Hamda Al-Marri, Sheyma Al-Jaber et al. CCF Transactions on Pervasive Computing and Interaction, 2026. Cites: dataset, paper

Open, Accurate, and Calibration-Free Muscle-Computer Interfaces
Ethan Eddy, Evan P. Campbell, Erik Scheme et al. CHI Conference on Human Factors in Computing Systems, 2026. Cites: paper

Hand-Gesture-Based Biometric Verification and Identification Using Embedded-STQNet Deep Neural Architecture in Security-Oriented Systems
Asif Ullah, Zhendong Song, Waqar Riaz et al. IEEE Internet of Things Journal, 2026. Cites: paper

CapsFormer: A Dual-Stream Causal-Aware Capsule-Transformer Network for EMG Signal Representation Learning
Pengpai Wang, Tiantian Xie, Yueying Zhou et al. IEEE Journal of Biomedical and Health Informatics, 2026. Cites: paper

PhysioMio: bilateral and longitudinal HD-sEMG dataset of 16 hand gestures from 48 stroke patients
Julian Ilg, Alexander C. R. Oldemeier, Marie Fieweger et al. Scientific Data, 2026. Cites: paper

Forearm Acoustic Myography as a Biometric Signature: A Speaker-Recognition Framework with Classical and Deep Embeddings
Youssef Serrestou, Kosai Raoof, Slim Yacoub et al. SSRN Electronic Journal, 2026. Cites: paper

Source-Validated Personalized Fusion for Calibration-Efficient Static Wrist sEMG Gesture Recognition
Evin Şahin Sadık. IEEE Access, 2026. Cites: paper

A Comprehensive Survey of Machine Learning Algorithms in Hand Gesture Recognition for Myoelectric Prosthetic Control: Current Trends, Challenges and Future Directions
T. Prabhavathy, Vinodh Kumar Elumalai, Balaji Elumalai. Archives of Computational Methods in Engineering, 2025. Cites: dataset

Stage-specific EMG feature optimization for enhanced post-stroke hand gesture recognition
Omar Mansour, Hussein Sarwat, Zakir Ullah et al. Journal of NeuroEngineering and Rehabilitation, 2025. Cites: paper

Optimal Electrode Configuration for Wrist sEMG-Based Gesture Recognition: A Systematic Evaluation of Number and Placement
Hai Wang, Ashirbad Pradhan, Xin Xia et al. Lecture notes in computer science, 2025. Cites: paper

Optimizing CNN Hyperparameters for Enhanced sEMG Signal Classification using D-Optimal Design
Arturo A. Márquez Carranza, Moisés Arredondo-Velázquez, Benito de Celis Alonso et al. Signal Image and Video Processing, 2025. Cites: paper

From zero- to few-shot: deep temporal learning of wrist EMG enables scalable cross-user gesture recognition
Fady S. Botros, Heather E. Williams, Angkoon Phinyomark et al. Journal of Neural Engineering, 2025. Cites: paper

Gesture Recognition from sEMG Signals Across Multiple Subjects Using Conventional Machine Learning Techniques
K Sivasupriya, Varshini Karthik, Ashok Kumar D et al. Global Conference on Information Technology and Communication Networks (GITCON), 2025. Cites: paper

A Consecutive Multi-Day High-Density Surface Electromyography Dataset Comprising 7 Grasps and 11 Gestures
Shutian Yang, Chen Chen, Dongxuan Li et al. Scientific Data, 2025. Cites: paper

Assessment of Gesture Accuracy for a Multi-Electrode EMG-Sensor-Array-Based Prosthesis Control System
Vinod Sharma, Erik Lloyd, Mike A. Faltys et al. Prosthesis, 2025. Cites: paper

Raising the standard: an open source benchmarking platform and data repository to accelerate myoelectric control research
Ethan Eddy, Evan Campbell, Christian B Morrell et al. Machine Learning Health, 2025. Cites: paper

Neural Deocoding Based on sEMG Signals: A Review
Shaoyang Hua, Xin Jin. Chinese Control Conference (CCC), 2025. Cites: paper

Addressing Multi-Day Generalizability for EMG-Based Gesture Recognition
Louis Wang, Jinhui Yang, Ming Jiang et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

A permutation importance and ensemble learning based feature selection approach for muscular intent decoding
Anil Sharma, Ila Sharma. Computer Methods in Biomechanics & Biomedical Engineering, 2025. Cites: paper

Convolutional Feature Engineering for Cross-day Personal Identification using Wrist Electromyography
Ashirbad Pradhan, Ning Jiang, Seoyeon Woo et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

Dynamic Graph Tranformer-Convolutional Network for Multi-Channel EMG Gesture Recognition *
Pengpai Wang, Tiantian Xie, Rosa H. M. Chan. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

Complicacy in Electrode Position Shift and Its Solution in sEMG Pattern Recognition: A Review
Arifa Ferdousi, Md. Johirul Islam, Shamim Ahmad et al. IEEE Sensors Journal, 2025. Cites: paper

Personalized Cloud-Based sEMG-to-Haptic System to Enable Long-Distance Communication for Usher Syndrome
Kaavya Tatavarty, Maxwell E. Johnson, Boris Rubinsky. Journal of Physics Conference Series, 2025. Cites: paper

Siamese network‐based user‐independent model for surface electromyogram biometric authentication
Youngsam Kim, Jong‐hyuk Roh, Soo-Hyung Kim. ETRI Journal, 2025. Cites: paper

Hand kinematics, high-density sEMG comprising forearm and far-field potentials for motion intent recognition
Weichao Guo, Zeming Zhao, Zeyu Zhou et al. Scientific Data, 2025. Cites: paper

An optimized electrode configuration for wrist wearable EMG-based hand gesture recognition using machine learning
Kartik S. Prakash, Nissan Kunju. Expert Systems with Applications, 2025. Cites: paper

Pattern Grouping-Based Data Analysis Framework for Hand Gesture Recognition
Hendri Sutrisno, Yi-Cheng Lu, Chao-Lung Yang. International Conference on Software Engineering and Information Management (ICSIM), 2025. Cites: paper

Hierarchical Cascade Deep Learning for EMG-Based Behavioral Biometrics: Gesture and Subject Classification
Berke Cansız, Hatice Vildan Düdükçü, Murat Taşkıran et al. IEEE Access, 2025. Cites: paper

Time Series Class-Incremental Learning with Residual Mamba Encoder
Bailing Zhang, Kexuan Zhou. International Conference on Computers and Artificial Intelligence Technology (CAIT), 2024. Cites: paper

Machine Learning-based sEMG Signal Classification for Hand Gesture Recognition
Parshuram N. Aarotale, Ajita Rattani. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. Cites: paper

Dimensionality Reduction and Classification Methods for High-Accuracy EMG Signal Interpretation in Prosthetics
Chiang Liang Kok, Chee Kit Ho, Yit Yan Koh et al. IEEE Region 10 Conference (TENCON), 2024. Cites: paper

Comprehensive Investigation on Features Selection using Statistical Tests for EMG Signal Classification
S Chaitra, B R Nayana, T. P. Pushphavati et al. International Conference on Recent Advances in Science and Engineering Technology (ICRASET), 2024. Cites: paper

Multiday Personal Identification and Authentication Using Electromyogram Signals and Bag-of-Words Classification Models
Irina Pavel, Iulian B. Ciocoiu. IEEE Sensors Journal, 2024. Cites: paper

Feasibility of Transformer Model for User Authentication Using Electromyogram Signals
Hyun‐Sik Choi. Electronics, 2024. Cites: paper

Big data in myoelectric control: large multi-user models enable robust zero-shot EMG-based discrete gesture recognition
Ethan Eddy, Evan Campbell, Scott Bateman et al. Frontiers in Bioengineering and Biotechnology, 2024. Cites: paper

A survey on hand gesture recognition based on surface electromyography: Fundamentals, methods, applications, challenges and future trends
Sike Ni, Mohammed A. A. Al‐qaness, Ammar Hawbani et al. Applied Soft Computing, 2024. Cites: paper

Development of a ML-Control Strategy for a Wrist Exoskeleton Based on EMG and Force Measurements with Sensor Strategy Optimisation
Roberto Francesco Pitzalis, Nicholas Cartocci, Christian Di Natali et al. IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob), 2024. Cites: paper

Class-incremental Learning for Time Series: Benchmark and Evaluation
Zhongzheng Qiao, Quang Pham, Zhen Cao et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2024. Cites: paper

Comparing online wrist and forearm EMG-based control using a rhythm game-inspired evaluation environment
Robyn Meredith, Ethan Eddy, Scott Bateman et al. Journal of Neural Engineering, 2024. Cites: paper

Wrist EMG-based Gestures Recognition for Finger and Wrist Motions
Tingting Fu, Ning Jiang, Chaoming He et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024. Cites: paper

Machine Learning-Based Feature Extraction and Classification of EMG Signals for Intuitive Prosthetic Control
Chiang Liang Kok, Chee Kit Ho, Fu Kai Tan et al. Applied Sciences, 2024. Cites: paper

mWIoTAuth: Multi-wearable data-driven implicit IoT authentication
Sudip Vhaduri, Sayanton Vhaduri Dibbo, Alexa Muratyan et al. Future Generation Computer Systems, 2024. Cites: paper

Machine learning for hand pose classification from phasic and tonic EMG signals during bimanual activities in virtual reality
Cédric Simar, Martin Colot, Ana-Maria Cebolla et al. Frontiers in Neuroscience, 2024. Cites: paper

A Finite Element Approach for Forearm Neuromodulation: Impact of Electrode Size on the Current Density
Enver Salkım. Journal of Physics Conference Series, 2024. Cites: paper

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