Spelling Correction Real-Time American Sign Language Alphabet Translation System Based on YOLO Network and LSTM

In this paper, we present a novel approach that aims to solve one of the main challenges in hand gesture recognition tasks in static images, to compensate for the accuracy lost when trained models are used to interpret completely unseen data. The model presented here consists of two main data-proces...

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Bibliographic Details
Main Authors: Miguel Rivera-Acosta, Juan Manuel Ruiz-Varela, Susana Ortega-Cisneros, Jorge Rivera, Ramón Parra-Michel, Pedro Mejia-Alvarez
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/10/9/1035