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One Model is Not Enough: Ensembles for Isolated Sign Language Recognition

In this paper, we dive into sign language recognition, focusing on the recognition of isolated signs. The task is defined as a classification problem, where a sequence of frames (i.e., images) is recognized as one of the given sign language glosses. We analyze two appearance-based approaches, I3D an...

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Detalles Bibliográficos
Autores principales: Hrúz, Marek, Gruber, Ivan, Kanis, Jakub, Boháček, Matyáš, Hlaváč, Miroslav, Krňoul, Zdeněk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9269724/
https://www.ncbi.nlm.nih.gov/pubmed/35808537
http://dx.doi.org/10.3390/s22135043