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 201250 of 260 papers

TitleStatusHype
Weakly-supervised 3D Hand Pose Estimation from Monocular RGB Images0
SHPR-Net: Deep Semantic Hand Pose Regression From Point Clouds0
SRN: Side-output Residual Network for Object Reflection Symmetry Detection and BeyondCode0
3D Hand Pose Estimation using Simulation and Partial-Supervision with a Shared Latent SpaceCode0
Model-based Hand Pose Estimation for Generalized Hand Shape with Appearance Normalization0
Hand PointNet: 3D Hand Pose Estimation Using Point SetsCode1
Augmented Skeleton Space Transfer for Depth-based Hand Pose Estimation0
Two-Stream Binocular Network: Accurate Near Field Finger Detection Based On Binocular Images0
Hand Pose Estimation via Latent 2.5D Heatmap Regression0
Learning Pose Specific Representations by Predicting Different ViewsCode0
Interactive Hand Pose Estimation: Boosting accuracy in localizing extended finger joints0
Cross-modal Deep Variational Hand Pose EstimationCode0
Using a single RGB frame for real time 3D hand pose estimation in the wild0
Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic Images0
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future GoalsCode0
Simultaneous Hand Pose and Skeleton Bone-Lengths Estimation from a Single Depth Image0
Occlusion-aware Hand Pose Estimation Using Hierarchical Mixture Density Network0
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 Object0
Learning Hand Articulations by Hallucinating Heat Distribution0
DeepPrior++: Improving Fast and Accurate 3D Hand Pose EstimationCode0
Pose Guided Structured Region Ensemble Network for Cascaded Hand Pose EstimationCode0
Towards Good Practices for Deep 3D Hand Pose Estimation0
Large-scale Multiview 3D Hand Pose Dataset0
The 2017 Hands in the Million Challenge on 3D Hand Pose Estimation0
3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation From Single Depth Images0
Learning to Estimate 3D Hand Pose from Single RGB ImagesCode0
BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis0
First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose AnnotationsCode0
Hand3D: Hand Pose Estimation using 3D Neural Network0
Real-time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor0
A Comparison of Directional Distances for Hand Pose Estimation0
Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation0
Region Ensemble Network: Improving Convolutional Network for Hand Pose Estimation0
Multivariate Regression with Grossly Corrupted Observations: A Robust Approach and its Applications0
Learning from Simulated and Unsupervised Images through Adversarial TrainingCode1
Training a Feedback Loop for Hand Pose Estimation0
Robust 3D Hand Pose Estimation in Single Depth Images: from Single-View CNN to Multi-View CNNs0
Model-based Deep Hand Pose EstimationCode0
DeepHand: Robust Hand Pose Estimation by Completing a Matrix Imputed With Deep Features0
Efficiently Creating 3D Training Data for Fine Hand Pose EstimationCode0
Articulated Hand Pose Estimation Review0
Spatial Attention Deep Net with Partial PSO for Hierarchical Hybrid Hand Pose EstimationCode0
Direction matters: hand pose estimation from local surface normals0
3-D Hand Pose Estimation from Kinect's Point Cloud Using Appearance Matching0
Learning to Navigate the Energy Landscape0
A Collaborative Filtering Approach to Real-Time Hand Pose Estimation0
Opening the Black Box: Hierarchical Sampling Optimization for Estimating Human Hand Pose0
3D Hand Pose Estimation Using Randomized Decision Forest With Segmentation Index Points0
Show:102550
← PrevPage 5 of 6Next →

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