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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 51–100 of 379 papers

TitleStatusHype
Platypose: Calibrated Zero-Shot Multi-Hypothesis 3D Human Motion EstimationCode1
That's My Point: Compact Object-centric LiDAR Pose Estimation for Large-scale Outdoor Localisation—0
Attention-Propagation Network for Egocentric Heatmap to 3D Pose LiftingCode1
Multi-Person 3D Pose Estimation from Multi-View Uncalibrated Depth Cameras—0
D3PRefiner: A Diffusion-based Denoise Method for 3D Human Pose Refinement—0
Person-in-WiFi 3D: End-to-End Multi-Person 3D Pose Estimation with Wi-Fi—0
Spatial-Aware Regression for Keypoint LocalizationCode1
STRIDE: Single-video based Temporally Continuous Occlusion-Robust 3D Pose EstimationCode0
3D Pose Estimation of Two Interacting Hands from a Monocular Event CameraCode1
Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose EstimationCode1
Multi-View Person Matching and 3D Pose Estimation with Arbitrary Uncalibrated Camera Networks—0
Two Views Are Better than One: Monocular 3D Pose Estimation with Multiview Consistency—0
3D Pose Estimation of Tomato Peduncle Nodes using Deep Keypoint Detection and Point Cloud—0
6-DoF Stability Field via Diffusion Models—0
Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey—0
Holistic Parking Slot Detection with Polygon-Shaped Representations—0
MoEmo Vision Transformer: Integrating Cross-Attention and Movement Vectors in 3D Pose Estimation for HRI Emotion DetectionCode0
DeepSimHO: Stable Pose Estimation for Hand-Object Interaction via Physics SimulationCode1
Unsupervised Multi-Person 3D Human Pose Estimation From 2D Poses Alone—0
Towards Robust and Smooth 3D Multi-Person Pose Estimation from Monocular Videos in the Wild—0
FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World ConditionsCode1
Probabilistic Triangulation for Uncalibrated Multi-View 3D Human Pose EstimationCode1
Mitigating Motion Blur for Robust 3D Baseball Player Pose Modeling for Pitch Analysis—0
OCHID-Fi: Occlusion-Robust Hand Pose Estimation in 3D via RF-VisionCode0
Unsupervised 3D Pose Estimation with Non-Rigid Structure-from-Motion Modeling—0
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
EgoHumans: An Egocentric 3D Multi-Human BenchmarkCode0
Robust Category-Level 3D Pose Estimation from Synthetic Data—0
OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images—0
Monocular 3D Human Pose Estimation for Sports Broadcasts using Partial Sports Field RegistrationCode1
3D-POP - An automated annotation approach to facilitate markerless 2D-3D tracking of freely moving birds with marker-based motion captureCode1
3D Human Mesh Estimation from Virtual MarkersCode2
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
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
PhaseMP: Robust 3D Pose Estimation via Phase-conditioned Human Motion Prior—0
Ego-Humans: An Ego-Centric 3D Multi-Human Benchmark—0
Algebraically Rigorous Quaternion Framework for the Neural Network Pose Estimation ProblemCode1
Unified Pose Sequence Modeling—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
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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)[email protected]87.8—Unverified
2BlazePose Full[email protected]84.1—Unverified
3BlazePose Lite[email protected]79.6—Unverified
#ModelMetricClaimedVerifiedStatus
1BlazePose Full[email protected]84.5—Unverified
2OpenPose (body only)[email protected]83.4—Unverified
3BlazePose Lite[email protected]77.6—Unverified
#ModelMetricClaimedVerifiedStatus
1Occlusion-NET3DPCK93.2—Unverified
#ModelMetricClaimedVerifiedStatus
1HRNet + DepthAverage MPJPE (mm)151—Unverified
#ModelMetricClaimedVerifiedStatus
1A2JFPS93.78—Unverified