A novel model for expanding horizons in sign Language recognition

A novel model for expanding horizons in sign Language recognition

Abstract The American Sign Language Recognition Dataset is a pivotal resource for research in visual-gestural languages for American Sign Language and Sign-Language MNIST Dataset. The dataset contains over 64,000 images meticulously labeled with the corresponding ASL gesture or letter to recognize a...

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Bibliographic Details
Main Authors: Esraa Hassan, Mahmoud Y. Shams, Tarek Abd El-Hafeez, Marwa Elseddik
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Attention mechanism
Computer vision
American sign Language (ASL)
Deep learning
Communication accessibility
Online Access:https://doi.org/10.1038/s41598-025-09643-2
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https://doi.org/10.1038/s41598-025-09643-2

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