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

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

11 Dec 2017CVPR 2018 6arXiv:1712.03917archive 2025-07-28

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

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

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Code

mks0601/V2V-PoseNet_RELEASE mentioned on GitHubpytorch report

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Tasks

3D Hand Pose Estimation3D Pose EstimationHand Pose EstimationPose EstimationPrediction

Results from the paper archive 2025-07-28

TaskDatasetModelMetricValueRank at snapshotLeaderboardReport
Hand Pose Estimation HANDS 2017 RCN-3D Average 3D Error 9.97 #5 of 9 Archive leaderboard report
Hand Pose Estimation HANDS 2017 Vanora Average 3D Error 11.91 #9 of 9 Archive leaderboard report

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