SOTAVerified

3D Pose Estimation

Papers

Showing 76100 of 379 papers

TitleStatusHype
3D Pose Estimation of Two Interacting Hands from a Monocular Event CameraCode1
Body Meshes as PointsCode1
Probabilistic Triangulation for Uncalibrated Multi-View 3D Human Pose EstimationCode1
Fast and Robust Multi-Person 3D Pose Estimation from Multiple ViewsCode1
Cross-View Tracking for Multi-Human 3D Pose Estimation at over 100 FPSCode1
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose EstimationCode1
Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D PoseCode1
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose EstimationCode1
An Analysis of SVD for Deep Rotation EstimationCode1
Self-supervision on Unlabelled OR Data for Multi-person 2D/3D Human Pose EstimationCode1
Unsupervised 3D Pose Estimation for Hierarchical Dance Video RecognitionCode1
Deep Learning-Based Human Pose Estimation: A SurveyCode1
Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular VideosCode1
DeepSimHO: Stable Pose Estimation for Hand-Object Interaction via Physics SimulationCode1
GraFormer: Graph Convolution Transformer for 3D Pose EstimationCode1
3D Human Pose Estimation in RGBD Images for Robotic Task LearningCode0
Learning Skeletal Graph Neural Networks for Hard 3D Pose EstimationCode0
Adapted Human Pose: Monocular 3D Human Pose Estimation with Zero Real 3D Pose DataCode0
Lifting from the Deep: Convolutional 3D Pose Estimation from a Single ImageCode0
Joint Monocular 3D Vehicle Detection and TrackingCode0
KeyPose: Multi-View 3D Labeling and Keypoint Estimation for Transparent ObjectsCode0
Automating 3D Dataset Generation with Neural Radiance FieldsCode0
Implicit-PDF: Non-Parametric Representation of Probability Distributions on the Rotation ManifoldCode0
Human Mesh Recovery from Monocular Images via a Skeleton-disentangled RepresentationCode0
Improving Annotation for 3D Pose Dataset of Fine-Grained Object CategoriesCode0
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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