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3D Pose Estimation

Image credit: GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision , ECCV'20

Papers

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Showing 151–200 of 379 papers

TitleStatusHype
Improving 3D Pose Estimation for Sign Language—0
MPM: A Unified 2D-3D Human Pose Representation via Masked Pose Modeling—0
Generating Images with 3D Annotations Using Diffusion Models—0
Strengths and Weaknesses of 3D Pose Estimation and Inertial Motion Capture System for Movement Therapy—0
Self-supervised Vision Transformers for 3D Pose Estimation of Novel ObjectsCode0
Robust Category-Level 3D Pose Estimation from Synthetic Data—0
EgoHumans: An Egocentric 3D Multi-Human BenchmarkCode0
OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images—0
E^3Pose: Energy-Efficient Edge-assisted Multi-camera System for Multi-human 3D Pose Estimation—0
MixSynthFormer: A Transformer Encoder-like Structure with Mixed Synthetic Self-attention for Efficient Human Pose Estimation—0
Unified Pose Sequence Modeling—0
Ego-Humans: An Ego-Centric 3D Multi-Human Benchmark—0
PhaseMP: Robust 3D Pose Estimation via Phase-conditioned Human Motion Prior—0
Learning to Estimate 3D Human Pose from Point Cloud—0
Multi-person 3D pose estimation from unlabelled dataCode0
HUM3DIL: Semi-supervised Multi-modal 3D Human Pose Estimation for Autonomous Driving—0
Accidental Turntables: Learning 3D Pose by Watching Objects Turn—0
Weakly Supervised 3D Multi-person Pose Estimation for Large-scale Scenes based on Monocular Camera and Single LiDAR—0
Weakly-supervised Pre-training for 3D Human Pose Estimation via Perspective Knowledge—0
A Flexible-Frame-Rate Vision-Aided Inertial Object Tracking System for Mobile Devices—0
MC-hands-1M: A glove-wearing hand dataset for pose estimation—0
Decanus to Legatus: Synthetic training for 2D-3D human pose liftingCode0
K-Order Graph-oriented Transformer with GraAttention for 3D Pose and Shape Estimation—0
Visual Pursuit Control based on Gaussian Processes with Switched Motion TrajectoriesCode0
IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation—0
Translating a Visual LEGO Manual to a Machine-Executable Plan—0
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation—0
Multi-person 3D pose estimation from a single image captured by a fisheye camera—0
PoseGU: 3D Human Pose Estimation with Novel Human Pose Generator and Unbiased Learning—0
Ego2HandsPose: A Dataset for Egocentric Two-hand 3D Global Pose Estimation—0
Building Spatio-temporal Transformers for Egocentric 3D Pose Estimation—0
VTP: Volumetric Transformer for Multi-view Multi-person 3D Pose Estimation—0
"Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose Estimation—0
Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution—0
Integrated In-vehicle Monitoring System Using 3D Human Pose Estimation and Seat Belt Segmentation—0
3D Human Pose Estimation for Free-from and Moving Activities Using WiFi—0
Permutation-Invariant Relational Network for Multi-person 3D Pose Estimation—0
On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation—0
RayTran: 3D pose estimation and shape reconstruction of multiple objects from videos with ray-traced transformers—0
Mushrooms Detection, Localization and 3D Pose Estimation using RGB-D Sensor for Robotic-picking Applications—0
Enhancing Egocentric 3D Pose Estimation with Third Person ViewsCode0
Single-Stage Is Enough: Multi-Person Absolute 3D Pose Estimation—0
GraFormer: Graph-Oriented Transformer for 3D Pose Estimation—0
OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images—0
3D Pose Estimation and Future Motion Prediction from 2D Images—0
Lifting 2D Human Pose to 3D with Domain Adapted 3D Body Concept—0
Higher-Order Implicit Fairing Networks for 3D Human Pose Estimation—0
Real-time, low-cost multi-person 3D pose estimation—0
Generalizable Human Pose Triangulation—0
Unsupervised View-Invariant Human Posture Representation—0
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All datasetsHuman3.6MGoogle-ARGoogle-YogaCarFusionHARPERK2HPD

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Liftformer (n=27 CPN)Average MPJPE (mm)48.6—Unverified
2Liftformer (n=81 CPN)Average MPJPE (mm)46—Unverified
3Liftformer (n=243 CPN)Average MPJPE (mm)44.8—Unverified
4TesseTrackAverage MPJPE (mm)18.7—Unverified
#ModelMetricClaimedVerifiedStatus
1OpenPose (body only)PCK@0.287.8—Unverified
2BlazePose FullPCK@0.284.1—Unverified
3BlazePose LitePCK@0.279.6—Unverified
#ModelMetricClaimedVerifiedStatus
1BlazePose FullPCK@0.284.5—Unverified
2OpenPose (body only)PCK@0.283.4—Unverified
3BlazePose LitePCK@0.277.6—Unverified
#ModelMetricClaimedVerifiedStatus
1Occlusion-NET3DPCK93.2—Unverified
#ModelMetricClaimedVerifiedStatus
1HRNet + DepthAverage MPJPE (mm)151—Unverified
#ModelMetricClaimedVerifiedStatus
1A2JFPS93.78—Unverified