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
Human POSEitioning System (HPS): 3D Human Pose Estimation and Self-localization in Large Scenes from Body-Mounted SensorsCode1
3D Human Pose and Shape Estimation via HybrIK-TransformerCode1
3D-POP - An automated annotation approach to facilitate markerless 2D-3D tracking of freely moving birds with marker-based motion captureCode1
Epipolar TransformersCode1
Rethinking the Data Annotation Process for Multi-view 3D Pose Estimation with Active Learning and Self-TrainingCode1
Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose EstimationCode1
EventEgo3D: 3D Human Motion Capture from Egocentric Event StreamsCode1
Platypose: Calibrated Zero-Shot Multi-Hypothesis 3D Human Motion EstimationCode1
Lifting Monocular Events to 3D Human PosesCode1
Multi-View Multi-Person 3D Pose Estimation with Plane Sweep StereoCode1
Motion Guided 3D Pose Estimation from VideosCode1
Multi-person 3D Pose Estimation in Crowded Scenes Based on Multi-View GeometryCode1
NeMo: Neural Mesh Models of Contrastive Features for Robust 3D Pose EstimationCode1
DOPE: Distillation Of Part Experts for whole-body 3D pose estimation in the wildCode1
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
Multi-Person Absolute 3D Human Pose Estimation with Weak Depth SupervisionCode1
Coherent Reconstruction of Multiple Humans from a Single ImageCode1
Monocular 3D Human Pose Estimation for Sports Broadcasts using Partial Sports Field RegistrationCode1
Dual networks based 3D Multi-Person Pose Estimation from Monocular VideoCode1
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
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