Sign Language Recognition Using the Electromyographic Signal: A Systematic Literature Review

Amina Ben Haj Amor, Oussama El Ghoul, Mohamed Jemni

Journal: MDPI Sensors | (Q1, Impact Factor 2022: 3.9) | 2023

The analysis and recognition of sign languages are currently active fields of research focused on sign recognition. Various approaches differ in terms of analysis methods and the devices used for sign acquisition. Traditional methods rely on video analysis or spatial positioning data calculated using motion capture tools. In contrast to these conventional recognition and classification approaches, electromyogram (EMG) signals, which measure muscle electrical activity, offer potential technology for detecting gestures…

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