Skeleton-CutMix : Mixing Up Skeleton With Probabilistic Bone Exchange for Supervised Domain Adaptation

We present Skeleton-CutMix, a simple and effective skeleton augmentation framework for supervised domain adaptation and show its advantage in skeleton-based action recognition tasks. Existing approaches usually perform domain adaptation for action recognition with elaborate loss functions that aim t...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 32(2023) vom: 13., Seite 4046-4058
1. Verfasser: Liu, Hanchao (VerfasserIn)
Weitere Verfasser: Liu, Yuhe, Mu, Tai-Jiang, Huang, Xiaolei, Hu, Shi-Min
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article