SignBERT+ : Hand-Model-Aware Self-Supervised Pre-Training for Sign Language Understanding

Hand gesture serves as a crucial role during the expression of sign language. Current deep learning based methods for sign language understanding (SLU) are prone to over-fitting due to insufficient sign data resource and suffer limited interpretability. In this paper, we propose the first self-super...

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Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 9 vom: 01. Sept., Seite 11221-11239
1. Verfasser:	Hu, Hezhen (VerfasserIn)
Weitere Verfasser:	Zhao, Weichao, Zhou, Wengang, Li, Houqiang
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2023
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article