SOTAVerified

3D Pose Estimation

Papers

Showing 101125 of 379 papers

TitleStatusHype
Automating 3D Dataset Generation with Neural Radiance FieldsCode0
Mushroom Segmentation and 3D Pose Estimation from Point Clouds using Fully Convolutional Geometric Features and Implicit Pose EncodingCode0
OCHID-Fi: Occlusion-Robust Hand Pose Estimation in 3D via RF-VisionCode0
Real-time marker-less multi-person 3D pose estimation in RGB-Depth camera networksCode0
MoEmo Vision Transformer: Integrating Cross-Attention and Movement Vectors in 3D Pose Estimation for HRI Emotion DetectionCode0
Multi-person 3D pose estimation from unlabelled dataCode0
Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose ReconstructionCode0
AthleticsPose: Authentic Sports Motion Dataset on Athletic Field and Evaluation of Monocular 3D Pose Estimation AbilityCode0
Domain Randomization for Scene-Specific Car Detection and Pose EstimationCode0
Learning Skeletal Graph Neural Networks for Hard 3D Pose EstimationCode0
Discovery of Latent 3D Keypoints via End-to-end Geometric ReasoningCode0
Joint Monocular 3D Vehicle Detection and TrackingCode0
Integral Human Pose RegressionCode0
KeyPose: Multi-View 3D Labeling and Keypoint Estimation for Transparent ObjectsCode0
Lifting from the Deep: Convolutional 3D Pose Estimation from a Single ImageCode0
EgoHumans: An Egocentric 3D Multi-Human BenchmarkCode0
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future GoalsCode0
Human Mesh Recovery from Monocular Images via a Skeleton-disentangled RepresentationCode0
DeProPose: Deficiency-Proof 3D Human Pose Estimation via Adaptive Multi-View FusionCode0
How Robust is 3D Human Pose Estimation to Occlusion?Code0
Heuristic Weakly Supervised 3D Human Pose EstimationCode0
Enhancing 3D Human Pose Estimation Amidst Severe Occlusion with Dual Transformer FusionCode0
Decanus to Legatus: Synthetic training for 2D-3D human pose liftingCode0
3D Human Pose Regression using Graph Convolutional NetworkCode0
Globally Tuned Cascade Pose Regression via Back Propagation with Application in 2D Face Pose Estimation and Heart Segmentation in 3D CT ImagesCode0
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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