Previous study has shown that using dynamic gestures such as “snapping fingers” is more reliable in the limb position changes than using static gestures such as ...

Real-time EMG-based Human Machine Interface using dynamic hand gestures. May ... dynamic hand gestures in real time for human-computer interaction (HCI).

Mar 24, 2023 · In this paper, we propose a dynamic hand-gesture-based industrial robot control system using the edge AI platform.

We propose an approach to recognize trajectory-based dynamic hand gestures in real time for human-computer interaction (HCI). We also introduce a fast ...

Nov 16, 2023 · The sEMG gesture recognition is a non-intrusive technique that can accurately decode intended hand movements by measuring and analyzing ...

Oct 21, 2021 · Our MResLSTM algorithm can effectively perform dynamic gesture recognition. The result of surface EMG signal decoding is applied to the controller.

In this paper, we present a fully neuromorphic sensor fusion approach for hand-gesture recognition comprised of an event-based vision sensor and three ...

In this paper, we present a novel real-time hand gesture recognition system based on surface electromyography. We employ a user-independent approach.

Apr 17, 2024 · Hand gesture recognition (HGR) with electromyography (EMG) involves recognizing user intent by analyzing the complex muscle activation patterns ...

In this paper, a Convolutional Neural Network (CNN) with Long Short-Term Memory or LSTM (CNN-LSTM) is proposed to classify five common dynamic gestures.