A Portable Sign Language Collection and Translation Platform with Smart Watches Using a BLSTM-Based Multi-Feature Framework

A Portable Sign Language Collection and Translation Platform with Smart Watches Using a BLSTM-Based Multi-Feature Framework

Continuous sign language recognition (CSLR) using different types of sensors to precisely recognize sign language in real time is a very challenging but important research direction in sensor technology. Many previous methods are vision-based, with computationally intensive algorithms to process a l...

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Bibliographic Details
Main Authors: Zhenxing Zhou, Vincent W. L. Tam, Edmund Y. Lam
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Micromachines
Subjects:
continuous sign language recognition
gesture-based sign language recognition
smart watch
multi-feature framework
bidirectional long short-term memory
Online Access:https://www.mdpi.com/2072-666X/13/2/333

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https://www.mdpi.com/2072-666X/13/2/333

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