Head and Hands Tunneling Pipeline for Enhancing Sign Language Recognition

Sign Language Recognition (SLR) presents a significant challenge as a fine-grained, scene- and subject-invariant video classification task, primarily relying on hand gestures and facial expressions to convey meaning. Vision foundation models, such as Vision Transformers (ViTs), trained on general hu...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Ganzorig Batnasan, Munkh-Erdene Otgonbold, Qurban Ali Memon, Timothy K. Shih, Munkhjargal Gochoo
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Sign language recognition foundation model ViT WLASL2000
Online Access:	https://ieeexplore.ieee.org/document/11087542/