SOTAVerified

3D Pose Estimation

Papers

Showing 2650 of 379 papers

TitleStatusHype
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis AggregationCode1
3D-POP - An automated annotation approach to facilitate markerless 2D-3D tracking of freely moving birds with marker-based motion captureCode1
Rethinking the Data Annotation Process for Multi-view 3D Pose Estimation with Active Learning and Self-TrainingCode1
Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular VideosCode1
Graph-Based 3D Multi-Person Pose Estimation Using Multi-View ImagesCode1
Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic ProjectionCode1
Deep Learning-Based Human Pose Estimation: A SurveyCode1
Coherent Reconstruction of Multiple Humans from a Single ImageCode1
ConDor: Self-Supervised Canonicalization of 3D Pose for Partial ShapesCode1
Fast and Robust Multi-Person 3D Pose Estimation from Multiple ViewsCode1
EventEgo3D: 3D Human Motion Capture from Egocentric Event StreamsCode1
3D Pose Estimation of Two Interacting Hands from a Monocular Event CameraCode1
Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose EstimationCode1
Algebraically Rigorous Quaternion Framework for the Neural Network Pose Estimation ProblemCode1
Body Meshes as PointsCode1
An Analysis of SVD for Deep Rotation EstimationCode1
Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationCode1
Exploring intermediate representation for monocular vehicle pose estimationCode1
Cross-View Tracking for Multi-Human 3D Pose Estimation at over 100 FPSCode1
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth ImageCode1
A Real-Time Predictive Pedestrian Collision Warning Service for Cooperative Intelligent Transportation Systems Using 3D Pose EstimationCode1
Dual networks based 3D Multi-Person Pose Estimation from Monocular VideoCode1
DronePose: Photorealistic UAV-Assistant Dataset Synthesis for 3D Pose Estimation via a Smooth Silhouette LossCode1
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion PredictionCode1
Attention-Propagation Network for Egocentric Heatmap to 3D Pose LiftingCode1
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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