Deep Learning in Sign Language Recognition: A Hybrid Approach for the Recognition of Static and Dynamic Signs

Deep Learning in Sign Language Recognition: A Hybrid Approach for the Recognition of Static and Dynamic Signs

A speech impairment limits a person’s capacity for oral and auditory communication. A great improvement in communication between the deaf and the general public would be represented by a real-time sign language detector. This work proposes a deep learning-based algorithm that can identify words from...

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Bibliographic Details
Main Authors: Ahmed Mateen Buttar, Usama Ahmad, Abdu H. Gumaei, Adel Assiri, Muhammad Azeem Akbar, Bader Fahad Alkhamees
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Mathematics
Subjects:
You Only Look Once (YOLO)
Long Short-Term Memory (LSTM)
deep learning
confusion matrix
convolutional neural network (CNN)
MediaPipe holistic
Online Access:https://www.mdpi.com/2227-7390/11/17/3729

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