Consistent 3D Hand Reconstruction in Video via Self-Supervised Learning

We present a method for reconstructing accurate and consistent 3D hands from a monocular video. We observe that the detected 2D hand keypoints and the image texture provide important cues about the geometry and texture of the 3D hand, which can reduce or even eliminate the requirement on 3D hand ann...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 8 vom: 23. Aug., Seite 9469-9485
1. Verfasser: Tu, Zhigang (VerfasserIn)
Weitere Verfasser: Huang, Zhisheng, Chen, Yujin, Kang, Di, Bao, Linchao, Yang, Bisheng, Yuan, Junsong
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article