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SOTA
ハンドポーズ推定
Hand Pose Estimation On Nyu Hands
Hand Pose Estimation On Nyu Hands
評価指標
Average 3D Error
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
Columns
モデル名
Average 3D Error
Paper Title
Repository
REN
12.7
Region Ensemble Network: Improving Convolutional Network for Hand Pose Estimation
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REN
15.6
Towards Good Practices for Deep 3D Hand Pose Estimation
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A2J Transformer
8.43
A2J-Transformer: Anchor-to-Joint Transformer Network for 3D Interacting Hand Pose Estimation from a Single RGB Image
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DeepPrior++
12.3
DeepPrior++: Improving Fast and Accurate 3D Hand Pose Estimation
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A2J
8.61
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image
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PixelwiseRegression
9.173
Pixel-wise Regression: 3D Hand Pose Estimation via Spatial-form Representation and Differentiable Decoder
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Teacher-Student
8.01
Pushing the Envelope for Depth-Based Semi-Supervised 3D Hand Pose Estimation with Consistency Training
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DePOTR
7.85
MuTr: Multi-Stage Transformer for Hand Pose Estimation from Full-Scene Depth Image
TriHorn-Net
7.68
TriHorn-Net: A Model for Accurate Depth-Based 3D Hand Pose Estimation
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Pose-REN
11.8
Pose Guided Structured Region Ensemble Network for Cascaded Hand Pose Estimation
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V2V-PoseNet
8.42
V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map
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AWR
7.48
AWR: Adaptive Weighting Regression for 3D Hand Pose Estimation
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SHPR-Net
9.37
SHPR-Net: Deep Semantic Hand Pose Regression From Point Clouds
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Virtual View Selection
6.4
Efficient Virtual View Selection for 3D Hand Pose Estimation
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Dense Pixel-wise Estimation
10.2
Dense 3D Regression for Hand Pose Estimation
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MuTr - Full-Scene Image
8.71
MuTr: Multi-Stage Transformer for Hand Pose Estimation from Full-Scene Depth Image
HandFoldingNet
8.58
HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand Skeleton
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