Sign2Pose: A Pose-Based Approach for Gloss Prediction Using a Transformer Model

Sign2Pose: A Pose-Based Approach for Gloss Prediction Using a Transformer Model

Word-level sign language recognition (WSLR) is the backbone for continuous sign language recognition (CSLR) that infers glosses from sign videos. Finding the relevant gloss from the sign sequence and detecting explicit boundaries of the glosses from sign videos is a persistent challenge. In this pap...

Full description

Bibliographic Details
Main Authors: Jennifer Eunice, Andrew J, Yuichi Sei, D. Jude Hemanth
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Sensors
Subjects:
sign language recognition
gloss prediction
transformer
pose-based approach
pose estimation
deep learning
Online Access:https://www.mdpi.com/1424-8220/23/5/2853

Internet

https://www.mdpi.com/1424-8220/23/5/2853

Similar Items