SOTAVerified

Hand Pose Estimation

Hand pose estimation is the task of finding the joints of the hand from an image or set of video frames.

( Image credit: Pose-REN )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 260 papers

TitleStatusHype
DOR3D-Net: Dense Ordinal Regression Network for 3D Hand Pose Estimation—0
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation—0
Efficient 2.5D Hand Pose Estimation via Auxiliary Multi-Task Training for Embedded Devices—0
Efficient Annotation and Learning for 3D Hand Pose Estimation: A Survey—0
Egocentric Hand-object Interaction Detection—0
Egocentric Whole-Body Motion Capture with FisheyeViT and Diffusion-Based Motion Refinement—0
End-to-End 3D Hand Pose Estimation from Stereo Cameras—0
End-to-End Detection and Pose Estimation of Two Interacting Hands—0
EventEgoHands: Event-based Egocentric 3D Hand Mesh Reconstruction—0
EvHandPose: Event-based 3D Hand Pose Estimation with Sparse Supervision—0
EvPlug: Learn a Plug-and-Play Module for Event and Image Fusion—0
ExtPose: Robust and Coherent Pose Estimation by Extending ViTs—0
Fast Monocular Hand Pose Estimation on Embedded Systems—0
Feature Boosting Network For 3D Pose Estimation—0
Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic Images—0
Generalized Feedback Loop for Joint Hand-Object Pose Estimation—0
Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments—0
Generating Realistic Training Images Based on Tonality-Alignment Generative Adversarial Networks for Hand Pose Estimation—0
Generative Model-Based Loss to the Rescue: A Method to Overcome Annotation Errors for Depth-Based Hand Pose Estimation—0
Good Grasps Only: A data engine for self-supervised fine-tuning of pose estimation using grasp poses for verification—0
3D Hand Pose Estimation via Regularized Graph Representation Learning—0
Hand3D: Hand Pose Estimation using 3D Neural Network—0
HandMap: Robust Hand Pose Estimation via Intermediate Dense Guidance Map Supervision—0
Hand Pose Estimation: A Survey—0
Hand Pose Estimation in the Task of Egocentric Actions—0
Hand Pose Estimation through Semi-Supervised and Weakly-Supervised Learning—0
Hand Pose Estimation via Latent 2.5D Heatmap Regression—0
UltraGlove: Hand Pose Estimation with Mems-Ultrasonic Sensors—0
Hand range of motion evaluation for Rheumatoid Arthritis patients—0
HANDS18: Methods, Techniques and Applications for Hand Observation—0
HandS3C: 3D Hand Mesh Reconstruction with State Space Spatial Channel Attention from RGB images—0
Hand-Transformer: Non-Autoregressive Structured Modeling for 3D Hand Pose Estimation—0
HandVoxNet++: 3D Hand Shape and Pose Estimation using Voxel-Based Neural Networks—0
HandVoxNet: Deep Voxel-Based Network for 3D Hand Shape and Pose Estimation from a Single Depth Map—0
HARP: Personalized Hand Reconstruction from a Monocular RGB Video—0
HaWoR: World-Space Hand Motion Reconstruction from Egocentric Videos—0
HBE: Hand Branch Ensemble Network for Real-time 3D Hand Pose Estimation—0
Hi5: 2D Hand Pose Estimation with Zero Human Annotation—0
HMP: Hand Motion Priors for Pose and Shape Estimation from Video—0
Hybrid One-Shot 3D Hand Pose Estimation by Exploiting Uncertainties—0
HyperTaxel: Hyper-Resolution for Taxel-Based Tactile Signals Through Contrastive Learning—0
Image-free Domain Generalization via CLIP for 3D Hand Pose Estimation—0
Interactive Hand Pose Estimation: Boosting accuracy in localizing extended finger joints—0
Joint Hand-object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion—0
Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge—0
Large-scale Multiview 3D Hand Pose Dataset—0
Latent Regression Forest: Structured Estimation of 3D Articulated Hand Posture—0
Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions—0
Learning Hand Articulations by Hallucinating Heat Distribution—0
Learning Sequential Contexts using Transformer for 3D Hand Pose Estimation—0
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All datasetsNYU HandsICVL HandsMSRA HandsHANDS 2017HANDS 20193DPWCustom FINNgersICVLK2HPD

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RENAverage 3D Error15.6—Unverified
2RENAverage 3D Error12.7—Unverified
3DeepPrior++Average 3D Error12.3—Unverified
4Pose-RENAverage 3D Error11.8—Unverified
5Dense Pixel-wise EstimationAverage 3D Error10.2—Unverified
6SHPR-NetAverage 3D Error9.37—Unverified
7PixelwiseRegressionAverage 3D Error9.17—Unverified
8MuTr - Full-Scene ImageAverage 3D Error8.71—Unverified
9A2JAverage 3D Error8.61—Unverified
10HandFoldingNetAverage 3D Error8.58—Unverified
#ModelMetricClaimedVerifiedStatus
1DeepPrior++Average 3D Error8.1—Unverified
2RENAverage 3D Error7.5—Unverified
3Tree Region Ensemble NetworkAverage 3D Error7.31—Unverified
4Dense Pixel-wise EstimationAverage 3D Error7.3—Unverified
5SHPR-NetAverage 3D Error7.22—Unverified
6Pose-RENAverage 3D Error6.8—Unverified
7A2JAverage 3D Error6.46—Unverified
8V2V-PoseNetAverage 3D Error6.28—Unverified
9PixelwiseRegressionAverage 3D Error6.15—Unverified
10Teacher-StudentAverage 3D Error5.99—Unverified
#ModelMetricClaimedVerifiedStatus
1RENAverage 3D Error9.8—Unverified
2DeepPrior++Average 3D Error9.5—Unverified
3Pose-RENAverage 3D Error8.6—Unverified
4PixelwiseRegressionAverage 3D Error7.99—Unverified
5SHPR-NetAverage 3D Error7.76—Unverified
6V2V-PoseNetAverage 3D Error7.49—Unverified
7HandFoldingNetAverage 3D Error7.34—Unverified
8Dense Pixel-wise EstimationAverage 3D Error7.2—Unverified
9Teacher-StudentAverage 3D Error7.18—Unverified
10AWRAverage 3D Error7.15—Unverified
#ModelMetricClaimedVerifiedStatus
1VanoraAverage 3D Error11.91—Unverified
2Pose-RENAverage 3D Error11.7—Unverified
3OasisAverage 3D Error11.3—Unverified
4PixelwiseRegressionAverage 3D Error10.57—Unverified
5RCN-3DAverage 3D Error9.97—Unverified
6V2V-PoseNetAverage 3D Error9.95—Unverified
7A2JAverage 3D Error8.57—Unverified
8V2V-NTISAverage 3D Error7.51—Unverified
9AWRAverage 3D Error7.48—Unverified
#ModelMetricClaimedVerifiedStatus
1AWRAverage 3D Error13.76—Unverified
2HandAugmentAverage 3D Error13.66—Unverified
3Ours-15viewsAverage 3D Error12.51—Unverified
#ModelMetricClaimedVerifiedStatus
1Hand4WholeMPJPE86.6—Unverified
#ModelMetricClaimedVerifiedStatus
1FINNger1:1 Accuracy98—Unverified
#ModelMetricClaimedVerifiedStatus
1Ours-15viewsError (mm)4.76—Unverified
#ModelMetricClaimedVerifiedStatus
1A2JPDJ@5mm76.3—Unverified