A multi-branch hand pose estimation network with joint-wise feature extraction and fusion

The study of 3D hand pose estimation from a single depth image is regarded as a detection-based or regression-based problem among most of the existing deep learning-based methods, and this approach does not fully exploit the geometry of the hand, such as its structural and physical constraints. To o...

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Veröffentlicht in:	Signal processing. Image communication 2020-02, Vol.81, p.115692, Article 115692
Hauptverfasser:	Li, Xuefeng, Zhou, Yidan, Sun, Yi, Lin, Xiangbo, Ma, Xiaohong
Format:	Artikel
Sprache:	eng
Schlagworte:	Depth images Feature extraction Hand pose estimation Human–computer interaction Image detection Machine learning Neural network Performance prediction Pose estimation Regression
Online-Zugang:	Volltext
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