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Papers/Depth-Based 3D Hand Pose Estimation: From Current Achievem...

Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals

Shanxin Yuan, Guillermo Garcia-Hernando, Bjorn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis Argyros, Tae-Kyun Kim

2017-12-11CVPR 2018 63D Hand Pose EstimationPredictionPose Estimation3D Pose EstimationHand Pose Estimation
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Abstract

Official Torch7 implementation of "V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map", CVPR 2018

Results

TaskDatasetMetricValueModel
HandHANDS 2017Average 3D Error9.97RCN-3D
HandHANDS 2017Average 3D Error11.91Vanora
Pose EstimationHANDS 2017Average 3D Error9.97RCN-3D
Pose EstimationHANDS 2017Average 3D Error11.91Vanora
Hand Pose EstimationHANDS 2017Average 3D Error9.97RCN-3D
Hand Pose EstimationHANDS 2017Average 3D Error11.91Vanora
3DHANDS 2017Average 3D Error9.97RCN-3D
3DHANDS 2017Average 3D Error11.91Vanora
1 Image, 2*2 StitchiHANDS 2017Average 3D Error9.97RCN-3D
1 Image, 2*2 StitchiHANDS 2017Average 3D Error11.91Vanora

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