American Sign Language Words Recognition of Skeletal Videos Using Processed Video Driven Multi-Stacked Deep LSTM

Complex hand gesture interactions among dynamic sign words may lead to misclassification, which affects the recognition accuracy of the ubiquitous sign language recognition system. This paper proposes to augment the feature vector of dynamic sign words with knowledge of hand dynamics as a proxy and...

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Bibliografiske detaljer

Principais autores:	Sunusi Bala Abdullahi, Kosin Chamnongthai
Format:	Artigo
Sprog:	Inglês
Udgivet:	MDPI AG 2022-02-01
Serier:	Sensors
Fag:	American sign language words bidirectional long short-term memory computer vision deep learning dynamic hand gestures leap motion controller sensor
Online adgang:	https://www.mdpi.com/1424-8220/22/4/1406
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