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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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Detalles Bibliográficos
Autores principales: Abdullahi, Sunusi Bala, Chamnongthai, Kosin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8963088/
https://www.ncbi.nlm.nih.gov/pubmed/35214309
http://dx.doi.org/10.3390/s22041406