Sign-to-Text Translation from Panamanian Sign Language to Spanish in Continuous Capture Mode with Deep Neural Networks

Sign-to-Text Translation from Panamanian Sign Language to Spanish in Continuous Capture Mode with Deep Neural Networks

Convolutional neural networks (CNN) have provided great advances for the task of sign language recognition (SLR). However, recurrent neural networks (RNN) in the form of long–short-term memory (LSTM) have become a means for providing solutions to problems involving sequential data. This research pro...

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Bibliographic Details
Main Authors: Alvaro A. Teran-Quezada, Victor Lopez-Cabrera, Jose Carlos Rangel, Javier E. Sanchez-Galan
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Big Data and Cognitive Computing
Subjects:
hand gesture recognition
sign language recognition
convolutional neural networks
object detection
transfer learning
machine learning
Online Access:https://www.mdpi.com/2504-2289/8/3/25

Internet

https://www.mdpi.com/2504-2289/8/3/25

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