SOTAVerified

3D Hand Pose Estimation

Papers

Showing 101150 of 178 papers

TitleStatusHype
EvHandPose: Event-based 3D Hand Pose Estimation with Sparse Supervision0
End-to-End 3D Hand Pose Estimation from Stereo Cameras0
Hybrid One-Shot 3D Hand Pose Estimation by Exploiting Uncertainties0
Efficient Annotation and Learning for 3D Hand Pose Estimation: A Survey0
Image-free Domain Generalization via CLIP for 3D Hand Pose Estimation0
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation0
Interactive Hand Pose Estimation: Boosting accuracy in localizing extended finger joints0
DOR3D-Net: Dense Ordinal Regression Network for 3D Hand Pose Estimation0
Domain Transfer for 3D Pose Estimation from Color Images without Manual Annotations0
Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge0
Latent Regression Forest: Structured Estimation of 3D Articulated Hand Posture0
0/1 Deep Neural Networks via Block Coordinate Descent0
Learning Sequential Contexts using Transformer for 3D Hand Pose Estimation0
DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation0
Two Hands Are Better Than One: Resolving Hand to Hand Intersections via Occupancy Networks0
LG-Hand: Advancing 3D Hand Pose Estimation with Locally and Globally Kinematic Knowledge0
Lightweight Estimation of Hand Mesh and Biomechanically Feasible Kinematic Parameters0
Dense Hand-Object(HO) GraspNet with Full Grasping Taxonomy and Dynamics0
Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction0
Denoising Diffusion for 3D Hand Pose Estimation from Images0
Using a single RGB frame for real time 3D hand pose estimation in the wild0
UV-Based 3D Hand-Object Reconstruction with Grasp Optimization0
MMHMR: Generative Masked Modeling for Hand Mesh Recovery0
Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation0
Cross-Domain 3D Hand Pose Estimation With Dual Modalities0
Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-Order Feature Analysis0
Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution0
Monocular Real-time Full Body Capture with Inter-part Correlations0
CLIP-Hand3D: Exploiting 3D Hand Pose Estimation via Context-Aware Prompting0
3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation From Single Depth Images0
Weakly-supervised 3D Hand Pose Estimation from Monocular RGB Images0
Neural Voting Field for Camera-Space 3D Hand Pose Estimation0
OccRobNet : Occlusion Robust Network for Accurate 3D Interacting Hand-Object Pose Estimation0
Physics-Based Dexterous Manipulations with Estimated Hand Poses and Residual Reinforcement Learning0
Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints0
Point-to-Point Regression PointNet for 3D Hand Pose Estimation0
Cascaded Hand Pose Regression0
Fast and Accurate 3D Hand Pose Estimation via Recurrent Neural Network for Capturing Hand Articulations0
Bi-stream Pose Guided Region Ensemble Network for Fingertip Localization from Stereo Images0
Pre-Training for 3D Hand Pose Estimation with Contrastive Learning on Large-Scale Hand Images in the Wild0
Pushing the Envelope for Depth-Based Semi-Supervised 3D Hand Pose Estimation with Consistency Training0
Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation via Neural Rendering0
BIGS: Bimanual Category-agnostic Interaction Reconstruction from Monocular Videos via 3D Gaussian Splatting0
RGB-based 3D Hand Pose Estimation via Privileged Learning with Depth Images0
Robust 3D Hand Pose Estimation in Single Depth Images: from Single-View CNN to Multi-View CNNs0
Robust Hand Pose Estimation During the Interaction With an Unknown Object0
An End-to-end Framework for Unconstrained Monocular 3D Hand Pose Estimation0
American Sign Language Alphabet Recognition using Deep Learning0
Self-Supervised 3D Hand Pose Estimation Through Training by Fitting0
Aligning Latent Spaces for 3D Hand Pose Estimation0
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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
5HandOccNetAverage MPJPE (mm)14Unverified
6H2ONetAverage 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
3MaskHandPCK@0.05 (New Days) All48.7Unverified
4HambaPCK@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