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3D Pose Estimation

Papers

Showing 2650 of 379 papers

TitleStatusHype
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis AggregationCode1
3D Human Pose and Shape Estimation via HybrIK-TransformerCode1
HDFormer: High-order Directed Transformer for 3D Human Pose EstimationCode1
Algebraically Rigorous Quaternion Framework for the Neural Network Pose Estimation ProblemCode1
DiffPose: Toward More Reliable 3D Pose EstimationCode1
Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in VideosCode1
MEEV: Body Mesh Estimation On Egocentric VideoCode1
Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic ProjectionCode1
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual DataCode1
Snipper: A Spatiotemporal Transformer for Simultaneous Multi-Person 3D Pose Estimation Tracking and Forecasting on a Video SnippetCode1
Dual networks based 3D Multi-Person Pose Estimation from Monocular VideoCode1
What's in your hands? 3D Reconstruction of Generic Objects in HandsCode1
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose EstimationCode1
Distribution-Aware Single-Stage Models for Multi-Person 3D Pose EstimationCode1
ConDor: Self-Supervised Canonicalization of 3D Pose for Partial ShapesCode1
Graph Neural Networks for Cross-Camera Data AssociationCode1
Rethinking the Data Annotation Process for Multi-view 3D Pose Estimation with Active Learning and Self-TrainingCode1
SmoothNet: A Plug-and-Play Network for Refining Human Poses in VideosCode1
Local and Global Point Cloud Reconstruction for 3D Hand Pose EstimationCode1
Direct Multi-view Multi-person 3D Pose EstimationCode1
Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D PoseCode1
TransFusion: Cross-view Fusion with Transformer for 3D Human Pose EstimationCode1
HUMAN4D: A Human-Centric Multimodal Dataset for Motions and Immersive MediaCode1
Unsupervised 3D Pose Estimation for Hierarchical Dance Video RecognitionCode1
GraFormer: Graph Convolution Transformer for 3D Pose EstimationCode1
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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