36 citations · 93 across the 16 of their papers we have counts for
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cs.CV2020★ 11 cited
SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D Convolutions for Hand Pose Estimation
Deying Kong, Haoyu Ma, Xiaohui Xie
Graph Neural Networks (GNNs) generalize neural networks from applications on regular structures to applications on arbitrary graphs, and have shown success in many application doma…
cs.CV2020★ 6 cited
Rotation-invariant Mixed Graphical Model Network for 2D Hand Pose Estimation
Deying Kong, Haoyu Ma, Yifei Chen +1
In this paper, we propose a new architecture named Rotation-invariant Mixed Graphical Model Network (R-MGMN) to solve the problem of 2D hand pose estimation from a monocular RGB im…
cs.CV2020★ 2 cited
Nonparametric Structure Regularization Machine for 2D Hand Pose Estimation
Yifei Chen, Haoyu Ma, Deying Kong +4
Hand pose estimation is more challenging than body pose estimation due to severe articulation, self-occlusion and high dexterity of the hand. Current approaches often rely on a pop…