SOTAVerified

3D Hand Pose Estimation

Papers

Showing 101150 of 178 papers

TitleStatusHype
Efficient Annotation and Learning for 3D Hand Pose Estimation: A Survey0
End-to-End 3D Hand Pose Estimation from Stereo Cameras0
Learning Sequential Contexts using Transformer for 3D Hand Pose Estimation0
Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution0
HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation NetworkCode0
Mining Multi-View Information: A Strong Self-Supervised Framework for Depth-Based 3D Hand Pose and Mesh EstimationCode0
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation0
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction0
HandVoxNet++: 3D Hand Shape and Pose Estimation using Voxel-Based Neural Networks0
Semi-Supervised 3D Hand-Object Poses Estimation with Interactions in TimeCode0
A hybrid classification-regression approach for 3D hand pose estimation using graph convolutional networks0
I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-fidelity 3D Hand Mesh Modeling0
Hand Pose Estimation in the Task of Egocentric Actions0
SemiHand: Semi-Supervised Hand Pose Estimation With Consistency0
Monocular Real-time Full Body Capture with Inter-part Correlations0
DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation0
MVHM: A Large-Scale Multi-View Hand Mesh Benchmark for Accurate 3D Hand Pose EstimationCode0
Physics-Based Dexterous Manipulations with Estimated Hand Poses and Residual Reinforcement Learning0
Adaptive Computationally Efficient Network for Monocular 3D Hand Pose Estimation0
SeqHAND: RGB-Sequence-Based 3D Hand Pose and Shape Estimation0
Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-Order Feature Analysis0
Hand-Transformer: Non-Autoregressive Structured Modeling for 3D Hand Pose Estimation0
SeqHAND:RGB-Sequence-Based 3D Hand Pose and Shape Estimation0
Two-hand Global 3D Pose Estimation Using Monocular RGB0
Weakly-Supervised Domain Adaptation via GAN and Mesh Model for Estimating 3D Hand Poses Interacting Objects0
HandVoxNet: Deep Voxel-Based Network for 3D Hand Shape and Pose Estimation from a Single Depth Map0
Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge0
Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction0
Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints0
Silhouette-Net: 3D Hand Pose Estimation from Silhouettes0
3D Hand Pose Estimation via Regularized Graph Representation Learning0
An End-to-end Framework for Unconstrained Monocular 3D Hand Pose Estimation0
Fast and Accurate 3D Hand Pose Estimation via Recurrent Neural Network for Capturing Hand Articulations0
Aligning Latent Spaces for 3D Hand Pose Estimation0
SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation With Semi-Supervised Learning0
Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional NetworksCode0
Adaptive Wasserstein Hourglass for Weakly Supervised Hand Pose Estimation from Monocular RGB0
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images0
Self-Supervised 3D Hand Pose Estimation Through Training by Fitting0
American Sign Language Alphabet Recognition using Deep Learning0
Convolutional Mesh Regression for Single-Image Human Shape ReconstructionCode0
Pixel-wise Regression: 3D Hand Pose Estimation via Spatial-form Representation and Differentiable DecoderCode0
Learning joint reconstruction of hands and manipulated objectsCode0
Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation via Neural Rendering0
Generalized Feedback Loop for Joint Hand-Object Pose Estimation0
Bi-stream Pose Guided Region Ensemble Network for Fingertip Localization from Stereo Images0
End-to-end Hand Mesh Recovery from a Monocular RGB ImageCode0
Feature Boosting Network For 3D Pose Estimation0
MURAUER: Mapping Unlabeled Real Data for Label AUstERityCode0
RGB-based 3D Hand Pose Estimation via Privileged Learning with Depth Images0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DetNetPA-MPJPE15.7Unverified
2Hasson et al.PA-MPVPE13.2Unverified
3Boukhayma et al.PA-MPVPE13Unverified
4ExPose (hand sub-network h)PA-MPJPE12.2Unverified
5PIXIE hand expertPA-MPJPE12Unverified
6MANO CNNPA-MPJPE11Unverified
7Zimmermann et al.PA-MPVPE10.7Unverified
8YoutubeHandPA-MPJPE8.4Unverified
9Pose2MeshPA-MPJPE7.7Unverified
10Hand4WholePA-MPJPE7.7Unverified
#ModelMetricClaimedVerifiedStatus
1Pose2MeshPA-MPJPE (mm)12.5Unverified
2HORPA-MPJPE (mm)12Unverified
3S2HandPA-MPJPE (mm)11.4Unverified
4ArtiBoostPA-MPJPE (mm)11.4Unverified
5I2L-MeshNetPA-MPJPE (mm)11.2Unverified
6Tse et al.PA-MPVPE10.9Unverified
7KPT-TransformerPA-MPJPE (mm)10.8Unverified
8Hampali et al.PA-MPJPE (mm)10.7Unverified
9METROPA-MPJPE (mm)10.4Unverified
10DMAPA-MPJPE (mm)10.1Unverified
#ModelMetricClaimedVerifiedStatus
1BMCAverage MPJPE (mm)17.3Unverified
2SHOAverage MPJPE (mm)15.2Unverified
3METROAverage MPJPE (mm)15.2Unverified
4MobReconAverage MPJPE (mm)14.2Unverified
5H2ONetAverage MPJPE (mm)14Unverified
6HandOccNetAverage MPJPE (mm)14Unverified
7SemGCNAverage MPJPE (mm)13.2Unverified
8HFLNetAverage MPJPE (mm)12.6Unverified
9SimpleHandAverage MPJPE (mm)12.4Unverified
10MaskHandAverage MPJPE (mm)11.7Unverified
#ModelMetricClaimedVerifiedStatus
1SimpleBaselineAverage MPJPE (mm)83.4Unverified
2SHN + SimpleBaselineAverage MPJPE (mm)64.3Unverified
3Resnet50Average MPJPE (mm)63.1Unverified
4CPN + JointformerAverage MPJPE (mm)56.9Unverified
5CanonPoseAverage MPJPE (mm)56.2Unverified
6JointformerAverage MPJPE (mm)53.5Unverified
7CanonPose + 3D supervisionAverage MPJPE (mm)47.4Unverified
8Large SimpleBaselineAverage MPJPE (mm)44.8Unverified
93D-LFMAverage MPJPE (mm)28.22Unverified
10SemGANAverage MPJPE (mm)27.77Unverified
#ModelMetricClaimedVerifiedStatus
1ExtPose*PCK@0.05 (New Days) All59.6Unverified
2HaMeR*PCK@0.05 (New Days) All51.6Unverified
3HambaPCK@0.05 (New Days) All48.7Unverified
4MaskHandPCK@0.05 (New Days) All48.7Unverified
5HaMeRPCK@0.05 (New Days) All48Unverified
6MeshGraphormerPCK@0.05 (New Days) All16.8Unverified
7FrankMocapPCK@0.05 (New Days) All16.1Unverified
8METROPCK@0.05 (New Days) All14.7Unverified
9HandOccNet (no param)PCK@0.05 (New Days) All13.7Unverified
10HandOccNet (param)PCK@0.05 (New Days) All9.1Unverified
#ModelMetricClaimedVerifiedStatus
1S2HANDPA-MPJPE11.5Unverified
2KPT-TransformerPA-MPJPE10.9Unverified
3ArtiBoostPA-MPJPE10.8Unverified
4Yu et al.PA-MPJPE10.8Unverified
5HMPPA-MPJPE10.1Unverified
6AMVURPA-MPJPE8.7Unverified
7MaskHandPA-MPJPE7Unverified
8HambaPA-MPJPE6.9Unverified
#ModelMetricClaimedVerifiedStatus
1Epipolar TransformersMPJPE4.91Unverified