SOTAVerified

3D Pose Estimation

Papers

Showing 126150 of 379 papers

TitleStatusHype
3D Human Pose Regression using Graph Convolutional NetworkCode0
Lifting from the Deep: Convolutional 3D Pose Estimation from a Single ImageCode0
Cooperative Inference for Real-Time 3D Human Pose Estimation in Multi-Device Edge NetworksCode0
A Mixed Classification-Regression Framework for 3D Pose Estimation from 2D ImagesCode0
Joint Monocular 3D Vehicle Detection and TrackingCode0
AlignNet-3D: Fast Point Cloud Registration of Partially Observed ObjectsCode0
KeyPose: Multi-View 3D Labeling and Keypoint Estimation for Transparent ObjectsCode0
Globally Tuned Cascade Pose Regression via Back Propagation with Application in 2D Face Pose Estimation and Heart Segmentation in 3D CT ImagesCode0
Compositional Human Pose RegressionCode0
Improving Annotation for 3D Pose Dataset of Fine-Grained Object CategoriesCode0
3D Human Pose Estimation with Relational NetworksCode0
Implicit-PDF: Non-Parametric Representation of Probability Distributions on the Rotation ManifoldCode0
Integral Human Pose RegressionCode0
How Robust is 3D Human Pose Estimation to Occlusion?Code0
Chirality Nets for Human Pose RegressionCode0
3D Pose Estimation for Fine-Grained Object CategoriesCode0
A generalizable approach for multi-view 3D human pose regressionCode0
Heuristic Weakly Supervised 3D Human Pose EstimationCode0
Human Mesh Recovery from Monocular Images via a Skeleton-disentangled RepresentationCode0
Exploiting temporal information for 3D pose estimationCode0
Exploiting temporal information for 3D human pose estimationCode0
Exploiting temporal context for 3D human pose estimation in the wildCode0
Generalizing Monocular 3D Human Pose Estimation in the WildCode0
Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional NetworksCode0
2D/3D Pose Estimation and Action Recognition using Multitask Deep LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Liftformer (n=27 CPN)Average MPJPE (mm)48.6Unverified
2Liftformer (n=81 CPN)Average MPJPE (mm)46Unverified
3Liftformer (n=243 CPN)Average MPJPE (mm)44.8Unverified
4TesseTrackAverage MPJPE (mm)18.7Unverified
#ModelMetricClaimedVerifiedStatus
1OpenPose (body only)PCK@0.287.8Unverified
2BlazePose FullPCK@0.284.1Unverified
3BlazePose LitePCK@0.279.6Unverified
#ModelMetricClaimedVerifiedStatus
1BlazePose FullPCK@0.284.5Unverified
2OpenPose (body only)PCK@0.283.4Unverified
3BlazePose LitePCK@0.277.6Unverified
#ModelMetricClaimedVerifiedStatus
1Occlusion-NET3DPCK93.2Unverified
#ModelMetricClaimedVerifiedStatus
1HRNet + DepthAverage MPJPE (mm)151Unverified
#ModelMetricClaimedVerifiedStatus
1A2JFPS93.78Unverified