SOTAVerified

3D Pose Estimation

Papers

Showing 226250 of 379 papers

TitleStatusHype
BlazePose: On-device Real-time Body Pose trackingCode4
Coherent Reconstruction of Multiple Humans from a Single ImageCode1
PandaNet: Anchor-Based Single-Shot Multi-Person 3D Pose Estimation0
Deep Kinematics Analysis for Monocular 3D Human Pose Estimation0
Two-hand Global 3D Pose Estimation Using Monocular RGB0
3D human pose estimation with adaptive receptive fields and dilated temporal convolutions0
Epipolar TransformersCode1
View Invariant Human Body Detection and Pose Estimation from Multiple Depth Sensors0
Motion Guided 3D Pose Estimation from VideosCode1
JointsGait:A model-based Gait Recognition Method based on Gait Graph Convolutional Networks and Joints Relationship Pyramid Mapping0
Towards Generalization of 3D Human Pose Estimation In The Wild0
Multi-View Matching (MVM): Facilitating Multi-Person 3D Pose Estimation Learning with Action-Frozen People Video0
Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis0
Multi-Person Absolute 3D Human Pose Estimation with Weak Depth SupervisionCode1
Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose EstimationCode1
Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple Views0
Lightweight Multi-View 3D Pose Estimation through Camera-Disentangled Representation0
SSHFD: Single Shot Human Fall Detection with Occluded Joints Resilience0
Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationCode1
Monocular Human Pose and Shape Reconstruction using Part Differentiable Rendering0
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion PredictionCode1
A Graph Attention Spatio-temporal Convolutional Network for 3D Human Pose Estimation in VideoCode1
Cross-View Tracking for Multi-Human 3D Pose Estimation at over 100 FPSCode1
AnimePose: Multi-person 3D pose estimation and animation0
DFKI Cabin Simulator: A Test Platform for Visual In-Cabin Monitoring Functions0
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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