SOTAVerified

3D Hand Pose Estimation

Papers

Showing 101150 of 178 papers

TitleStatusHype
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images0
Generalized Feedback Loop for Joint Hand-Object Pose Estimation0
Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments0
3D Hand Pose Estimation via Regularized Graph Representation Learning0
Hand3D: Hand Pose Estimation using 3D Neural Network0
HandOS: 3D Hand Reconstruction in One Stage0
Hand Pose Estimation in the Task of Egocentric Actions0
Hand Pose Estimation via Latent 2.5D Heatmap Regression0
Hand-Transformer: Non-Autoregressive Structured Modeling for 3D Hand Pose Estimation0
HandVoxNet++: 3D Hand Shape and Pose Estimation using Voxel-Based Neural Networks0
HandVoxNet: Deep Voxel-Based Network for 3D Hand Shape and Pose Estimation from a Single Depth Map0
HARP: Personalized Hand Reconstruction from a Monocular RGB Video0
HaWoR: World-Space Hand Motion Reconstruction from Egocentric Videos0
HBE: Hand Branch Ensemble Network for Real-time 3D Hand Pose Estimation0
HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models0
HMP: Hand Motion Priors for Pose and Shape Estimation from Video0
Hybrid One-Shot 3D Hand Pose Estimation by Exploiting Uncertainties0
Image-free Domain Generalization via CLIP for 3D Hand Pose Estimation0
Interactive Hand Pose Estimation: Boosting accuracy in localizing extended finger joints0
Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge0
Latent Regression Forest: Structured Estimation of 3D Articulated Hand Posture0
Learning Sequential Contexts using Transformer for 3D Hand Pose Estimation0
LG-Hand: Advancing 3D Hand Pose Estimation with Locally and Globally Kinematic Knowledge0
Lightweight Estimation of Hand Mesh and Biomechanically Feasible Kinematic Parameters0
Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction0
MMHMR: Generative Masked Modeling for Hand Mesh Recovery0
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
Self-Supervised 3D Hand Pose Estimation Through Training by Fitting0
SemiHand: Semi-Supervised Hand Pose Estimation With Consistency0
SeqHAND:RGB-Sequence-Based 3D Hand Pose and Shape Estimation0
SeqHAND: RGB-Sequence-Based 3D Hand Pose and Shape Estimation0
0/1 Deep Neural Networks via Block Coordinate Descent0
Silhouette-Net: 3D Hand Pose Estimation from Silhouettes0
SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation With Semi-Supervised Learning0
I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-fidelity 3D Hand Mesh Modeling0
The 2017 Hands in the Million Challenge on 3D Hand Pose Estimation0
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction0
Towards Good Practices for Deep 3D Hand Pose Estimation0
Transformer-based Global 3D Hand Pose Estimation in Two Hands Manipulating Objects Scenarios0
Two-hand Global 3D Pose Estimation Using Monocular RGB0
Two Hands Are Better Than One: Resolving Hand to Hand Intersections via Occupancy Networks0
Using a single RGB frame for real time 3D hand pose estimation in the wild0
UV-Based 3D Hand-Object Reconstruction with Grasp Optimization0
Weakly-supervised 3D Hand Pose Estimation from Monocular RGB Images0
Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints0
Weakly-Supervised Domain Adaptation via GAN and Mesh Model for Estimating 3D Hand Poses Interacting Objects0
Monocular Real-time Full Body Capture with Inter-part Correlations0
Neural Voting Field for Camera-Space 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