Sign Language Recognition Based on CNN-BiLSTM Using RF Signals

Sign Language Recognition Based on CNN-BiLSTM Using RF Signals

As the number of individuals with speech and hearing impairments continues to grow, the demand for sign language recognition systems is increasing. Furthermore, most radio frequency-based gesture recognition systems have primarily focused on simple gestures, neglecting more complex actions such as s...

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Bibliographic Details
Main Authors: Yajun Zhang, Yuankang Wang, Feng Li, Weiqian Yu, Congcong Wang, Ying Jiang
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Sign language recognition
RF signals
signal segmentation
RFID
CNN
BiLSTM
Online Access:https://ieeexplore.ieee.org/document/10798415/
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https://ieeexplore.ieee.org/document/10798415/

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