SOTAVerified

3D Pose Estimation

Papers

Showing 51100 of 379 papers

TitleStatusHype
AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the WildCode1
Attention-Propagation Network for Egocentric Heatmap to 3D Pose LiftingCode1
TransFusion: Cross-view Fusion with Transformer for 3D Human Pose EstimationCode1
Unsupervised 3D Pose Estimation for Hierarchical Dance Video RecognitionCode1
Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular VideosCode1
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
What's in your hands? 3D Reconstruction of Generic Objects in HandsCode1
HDNet: Human Depth Estimation for Multi-Person Camera-Space LocalizationCode1
A simple yet effective baseline for 3d human pose estimationCode1
FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World ConditionsCode1
Fast and Robust Multi-Person 3D Pose Estimation from Multiple ViewsCode1
A Graph Attention Spatio-temporal Convolutional Network for 3D Human Pose Estimation in VideoCode1
Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose EstimationCode1
EventEgo3D: 3D Human Motion Capture from Egocentric Event StreamsCode1
Exploring intermediate representation for monocular vehicle pose estimationCode1
DOPE: Distillation Of Part Experts for whole-body 3D pose estimation in the wildCode1
Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic ProjectionCode1
Body Meshes as PointsCode1
Coherent Reconstruction of Multiple Humans from a Single ImageCode1
DronePose: Photorealistic UAV-Assistant Dataset Synthesis for 3D Pose Estimation via a Smooth Silhouette LossCode1
Epipolar TransformersCode1
Algebraically Rigorous Quaternion Framework for the Neural Network Pose Estimation ProblemCode1
Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationCode1
ConDor: Self-Supervised Canonicalization of 3D Pose for Partial ShapesCode1
3D Pose Estimation of Two Interacting Hands from a Monocular Event CameraCode1
GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware SupervisionCode1
GraFormer: Graph Convolution Transformer for 3D Pose EstimationCode1
HUMAN4D: A Human-Centric Multimodal Dataset for Motions and Immersive MediaCode1
Cross-View Tracking for Multi-Human 3D Pose Estimation at over 100 FPSCode1
Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in VideosCode1
Lifting Monocular Events to 3D Human PosesCode1
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose EstimationCode1
An Analysis of SVD for Deep Rotation EstimationCode1
Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose EstimationCode1
Monocular 3D Human Pose Estimation for Sports Broadcasts using Partial Sports Field RegistrationCode1
Deep Learning-Based Human Pose Estimation: A SurveyCode1
Multi-Person Absolute 3D Human Pose Estimation with Weak Depth SupervisionCode1
DeepSimHO: Stable Pose Estimation for Hand-Object Interaction via Physics SimulationCode1
NeMo: Neural Mesh Models of Contrastive Features for Robust 3D Pose EstimationCode1
BLADE: Single-view Body Mesh Learning through Accurate Depth Estimation0
Generating Images with 3D Annotations Using Diffusion Models0
BLADE: Single-view Body Mesh Estimation through Accurate Depth Estimation0
BioPose: Biomechanically-accurate 3D Pose Estimation from Monocular Videos0
3D Pose Estimation and 3D Model Retrieval for Objects in the Wild0
3D Human Pose Estimation from Deep Multi-View 2D Pose0
Object Pose Estimation in Robotics Revisited0
Bayesian Inference of Spacecraft Pose using Particle Filtering0
Active Detection and Localization of Textureless Objects in Cluttered Environments0
Eigendecomposition-free Training of Deep Networks with Zero Eigenvalue-based Losses0
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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