Weakly Supervised Learning for Single Depth-Based Hand Shape Recovery

Recent emerging technologies such AR/VR and HCI are drawing high demand on more comprehensive hand shape understanding, requiring not only 3D hand skeleton pose but also hand shape geometry. In this paper, we propose a deep learning framework to produce 3D hand shape from a single depth image. To ad...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 17., Seite 532-545
1. Verfasser: Deng, Xiaoming (VerfasserIn)
Weitere Verfasser: Zhu, Yuying, Zhang, Yinda, Cui, Zhaopeng, Tan, Ping, Qu, Wentian, Ma, Cuixia, Wang, Hongan
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article