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Hand Pose Estimation On Icvl Hands

Métriques

Average 3D Error

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	Average 3D Error	Paper Title	Repository
Dense Pixel-wise Estimation	7.3	Dense 3D Regression for Hand Pose Estimation
Virtual View Selection	4.79	Efficient Virtual View Selection for 3D Hand Pose Estimation
V2V-PoseNet	6.28	V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map
SHPR-Net	7.22	SHPR-Net: Deep Semantic Hand Pose Regression From Point Clouds	-
Teacher-Student	5.99	Pushing the Envelope for Depth-Based Semi-Supervised 3D Hand Pose Estimation with Consistency Training	-
A2J	6.461	A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image
Tree Region Ensemble Network	7.31	Towards Good Practices for Deep 3D Hand Pose Estimation	-
TriHorn-Net	5.73	TriHorn-Net: A Model for Accurate Depth-Based 3D Hand Pose Estimation	-
HandFoldingNet	5.95	HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand Skeleton
AWR	5.98	AWR: Adaptive Weighting Regression for 3D Hand Pose Estimation
DeepPrior++	8.1	DeepPrior++: Improving Fast and Accurate 3D Hand Pose Estimation
REN	7.5	Region Ensemble Network: Improving Convolutional Network for Hand Pose Estimation	-
DePOTR	5.98	MuTr: Multi-Stage Transformer for Hand Pose Estimation from Full-Scene Depth Image
PixelwiseRegression	6.152	Pixel-wise Regression: 3D Hand Pose Estimation via Spatial-form Representation and Differentiable Decoder
Pose-REN	6.8	Pose Guided Structured Region Ensemble Network for Cascaded Hand Pose Estimation

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