A survey on hand gesture recognition based on surface electromyography: Fundamentals, methods, applications, challenges and future trends
S Ni, MAA Al-qaness, A Hawbani, D Al-Alimi… - Applied Soft …, 2024 - Elsevier
Hand gestures are crucial for developing prosthetic and rehabilitation devices, enabling
intuitive human–computer interaction (HCI) and improving accessibility for individuals with …
intuitive human–computer interaction (HCI) and improving accessibility for individuals with …
NeuroAiR: Deep Learning Framework for Airwriting Recognition from Scalp-recorded Neural Signals
A Tripathi, A Gupta, AP Prathosh… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Airwriting recognition is a task that involves identifying letters written in free space using
finger movement. It is a special case of gesture recognition, where gestures correspond to …
finger movement. It is a special case of gesture recognition, where gestures correspond to …
A CNN-LSTM model for six human ankle movements classification on different loads
This study aims to address three problems in current studies in decoding the ankle
movement intention for robot-assisted bilateral rehabilitation using surface electromyogram …
movement intention for robot-assisted bilateral rehabilitation using surface electromyogram …