SOTAVerified

3D Hand Pose Estimation

Papers

Showing 151–178 of 178 papers

TitleStatusHype
HBE: Hand Branch Ensemble Network for Real-time 3D Hand Pose Estimation—0
Point-to-Point Regression PointNet for 3D Hand Pose Estimation—0
Weakly-supervised 3D Hand Pose Estimation from Monocular RGB Images—0
SHPR-Net: Deep Semantic Hand Pose Regression From Point Clouds—0
3D Hand Pose Estimation using Simulation and Partial-Supervision with a Shared Latent SpaceCode0
Hand PointNet: 3D Hand Pose Estimation Using Point SetsCode1
Hand Pose Estimation via Latent 2.5D Heatmap Regression—0
Interactive Hand Pose Estimation: Boosting accuracy in localizing extended finger joints—0
End-to-end Recovery of Human Shape and PoseCode0
Using a single RGB frame for real time 3D hand pose estimation in the wild—0
Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic Images—0
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future GoalsCode0
Dense 3D Regression for Hand Pose EstimationCode0
V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth MapCode0
Robust Hand Pose Estimation During the Interaction With an Unknown Object—0
DeepPrior++: Improving Fast and Accurate 3D Hand Pose EstimationCode0
Towards Good Practices for Deep 3D Hand Pose Estimation—0
The 2017 Hands in the Million Challenge on 3D Hand Pose Estimation—0
3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation From Single Depth Images—0
Learning to Estimate 3D Hand Pose from Single RGB ImagesCode0
First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose AnnotationsCode0
Hand3D: Hand Pose Estimation using 3D Neural Network—0
Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation—0
Robust 3D Hand Pose Estimation in Single Depth Images: from Single-View CNN to Multi-View CNNs—0
3D Hand Pose Estimation Using Randomized Decision Forest With Segmentation Index Points—0
Hybrid One-Shot 3D Hand Pose Estimation by Exploiting Uncertainties—0
Cascaded Hand Pose Regression—0
Latent Regression Forest: Structured Estimation of 3D Articulated Hand Posture—0
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Benchmark Results

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