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

Showing 51100 of 260 papers

TitleStatusHype
JGR-P2O: Joint Graph Reasoning based Pixel-to-Offset Prediction Network for 3D Hand Pose Estimation from a Single Depth ImageCode1
DART: Articulated Hand Model with Diverse Accessories and Rich TexturesCode1
Sequential Graph Convolutional Network for Active LearningCode1
Body2Hands: Learning to Infer 3D Hands from Conversational Gesture Body DynamicsCode1
Whole-Body Human Pose Estimation in the WildCode1
Active Learning for Bayesian 3D Hand Pose EstimationCode1
AssemblyHands: Towards Egocentric Activity Understanding via 3D Hand Pose EstimationCode1
Local and Global Point Cloud Reconstruction for 3D Hand Pose EstimationCode1
Attention! A Lightweight 2D Hand Pose Estimation ApproachCode1
3D Interacting Hand Pose Estimation by Hand De-occlusion and RemovalCode1
Rethinking the Data Annotation Process for Multi-view 3D Pose Estimation with Active Learning and Self-TrainingCode1
DexYCB: A Benchmark for Capturing Hand Grasping of ObjectsCode1
A Unified Framework for Domain Adaptive Pose EstimationCode1
3D Hand Shape and Pose Estimation from a Single RGB ImageCode1
AWR: Adaptive Weighting Regression for 3D Hand Pose EstimationCode1
Depth-based hand pose estimation: methods, data, and challenges0
Depth-Based Hand Pose Estimation: Data, Methods, and Challenges0
Augmented Skeleton Space Transfer for Depth-based Hand Pose Estimation0
Hand Pose Estimation through Semi-Supervised and Weakly-Supervised Learning0
Dense Hand-Object(HO) GraspNet with Full Grasping Taxonomy and Dynamics0
Deformer: Dynamic Fusion Transformer for Robust Hand Pose Estimation0
Denoising Diffusion for 3D Hand Pose Estimation from Images0
3D Hand Pose Detection in Egocentric RGB-D Images0
Hand Pose Estimation via Latent 2.5D Heatmap Regression0
Articulated Hand Pose Estimation Review0
DeepHand: Robust Hand Pose Estimation by Completing a Matrix Imputed With Deep Features0
3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation From Single Depth Images0
An End-to-end Framework for Unconstrained Monocular 3D Hand Pose Estimation0
A Comparison of Directional Distances for Hand Pose Estimation0
Hand Pose Estimation: A Survey0
Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation0
An Efficient yet High-Performance Method for Precise Radar-Based Imaging of Human Hand Poses0
A Collaborative Filtering Approach to Real-Time Hand Pose Estimation0
Cross-Domain 3D Hand Pose Estimation With Dual Modalities0
Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments0
Generalized Feedback Loop for Joint Hand-Object Pose Estimation0
Contour-based Hand Pose Recognition for Sign Language Recognition0
3D Hand Pose Estimation Using Randomized Decision Forest With Segmentation Index Points0
Hand Pose Estimation in the Task of Egocentric Actions0
Context-Aware Deep Spatio-Temporal Network for Hand Pose Estimation from Depth Images0
Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic Images0
Analyzing and Diagnosing Pose Estimation With Attributions0
Feature Boosting Network For 3D Pose Estimation0
ContactArt: Learning 3D Interaction Priors for Category-level Articulated Object and Hand Poses Estimation0
Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-Order Feature Analysis0
Fast Monocular Hand Pose Estimation on Embedded Systems0
Generating Realistic Training Images Based on Tonality-Alignment Generative Adversarial Networks for Hand Pose Estimation0
Generative Model-Based Loss to the Rescue: A Method to Overcome Annotation Errors for Depth-Based Hand Pose Estimation0
Good Grasps Only: A data engine for self-supervised fine-tuning of pose estimation using grasp poses for verification0
ExtPose: Robust and Coherent Pose Estimation by Extending ViTs0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RENAverage 3D Error15.6Unverified
2RENAverage 3D Error12.7Unverified
3DeepPrior++Average 3D Error12.3Unverified
4Pose-RENAverage 3D Error11.8Unverified
5Dense Pixel-wise EstimationAverage 3D Error10.2Unverified
6SHPR-NetAverage 3D Error9.37Unverified
7PixelwiseRegressionAverage 3D Error9.17Unverified
8MuTr - Full-Scene ImageAverage 3D Error8.71Unverified
9A2JAverage 3D Error8.61Unverified
10HandFoldingNetAverage 3D Error8.58Unverified
#ModelMetricClaimedVerifiedStatus
1DeepPrior++Average 3D Error8.1Unverified
2RENAverage 3D Error7.5Unverified
3Tree Region Ensemble NetworkAverage 3D Error7.31Unverified
4Dense Pixel-wise EstimationAverage 3D Error7.3Unverified
5SHPR-NetAverage 3D Error7.22Unverified
6Pose-RENAverage 3D Error6.8Unverified
7A2JAverage 3D Error6.46Unverified
8V2V-PoseNetAverage 3D Error6.28Unverified
9PixelwiseRegressionAverage 3D Error6.15Unverified
10Teacher-StudentAverage 3D Error5.99Unverified
#ModelMetricClaimedVerifiedStatus
1RENAverage 3D Error9.8Unverified
2DeepPrior++Average 3D Error9.5Unverified
3Pose-RENAverage 3D Error8.6Unverified
4PixelwiseRegressionAverage 3D Error7.99Unverified
5SHPR-NetAverage 3D Error7.76Unverified
6V2V-PoseNetAverage 3D Error7.49Unverified
7HandFoldingNetAverage 3D Error7.34Unverified
8Dense Pixel-wise EstimationAverage 3D Error7.2Unverified
9Teacher-StudentAverage 3D Error7.18Unverified
10AWRAverage 3D Error7.15Unverified
#ModelMetricClaimedVerifiedStatus
1VanoraAverage 3D Error11.91Unverified
2Pose-RENAverage 3D Error11.7Unverified
3OasisAverage 3D Error11.3Unverified
4PixelwiseRegressionAverage 3D Error10.57Unverified
5RCN-3DAverage 3D Error9.97Unverified
6V2V-PoseNetAverage 3D Error9.95Unverified
7A2JAverage 3D Error8.57Unverified
8V2V-NTISAverage 3D Error7.51Unverified
9AWRAverage 3D Error7.48Unverified
#ModelMetricClaimedVerifiedStatus
1AWRAverage 3D Error13.76Unverified
2HandAugmentAverage 3D Error13.66Unverified
3Ours-15viewsAverage 3D Error12.51Unverified
#ModelMetricClaimedVerifiedStatus
1Hand4WholeMPJPE86.6Unverified
#ModelMetricClaimedVerifiedStatus
1FINNger1:1 Accuracy98Unverified
#ModelMetricClaimedVerifiedStatus
1Ours-15viewsError (mm)4.76Unverified
#ModelMetricClaimedVerifiedStatus
1A2JPDJ@5mm76.3Unverified