Toward a Vision-Based Intelligent System: A Stacked Encoded Deep Learning Framework for Sign Language Recognition

Toward a Vision-Based Intelligent System: A Stacked Encoded Deep Learning Framework for Sign Language Recognition

Sign language recognition, an essential interface between the hearing and deaf-mute communities, faces challenges with high false positive rates and computational costs, even with the use of advanced deep learning techniques. Our proposed solution is a stacked encoded model, combining artificial int...

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Bibliographic Details
Main Authors: Muhammad Islam, Mohammed Aloraini, Suliman Aladhadh, Shabana Habib, Asma Khan, Abduatif Alabdulatif, Turki M. Alanazi
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Sensors
Subjects:
Arabic sign language recognition
convolution neural network
computer vision
deep learning
image processing
machine learning
Online Access:https://www.mdpi.com/1424-8220/23/22/9068

Internet

https://www.mdpi.com/1424-8220/23/22/9068

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