Study on Finger Gesture Interface Using One-Channel EMG

Electromyography (EMG) is used to recognize user finger gestures for applications in real-time interfaces. Finger movements are classified by preprocessing to extract the features from the collected EMG data, which are then used for machine learning. The data were extracted using the overlapped segm...

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Bibliographic Details
Main Authors: Hee-Yeong Yang, Young-Shin Han, Choon-Sung Nam
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10835803/