SOTAVerified

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 251–300 of 379 papers

TitleStatusHype
Joint Representation of Multiple Geometric Priors via a Shape Decomposition Model for Single Monocular 3D Pose Estimation—0
Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation—0
K-Order Graph-oriented Transformer with GraAttention for 3D Pose and Shape Estimation—0
L3D-Pose: Lifting Pose for 3D Avatars from a Single Camera in the Wild—0
LCR-Net: Localization-Classification-Regression for Human Pose—0
LCR-Net++: Multi-person 2D and 3D Pose Detection in Natural Images—0
Learning camera viewpoint using CNN to improve 3D body pose estimation—0
Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions—0
Learning Descriptors for Object Recognition and 3D Pose Estimation—0
Learning Dynamical Human-Joint Affinity for 3D Pose Estimation in Videos—0
Learning Pose Grammar for Monocular 3D Pose Estimation—0
Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation—0
Learning to Estimate 3D Human Pose from Point Cloud—0
Learning to Search on Manifolds for 3D Pose Estimation of Articulated Objects—0
Leveraging 2D Masked Reconstruction for Domain Adaptation of 3D Pose Estimation—0
Leveraging Temporal Joint Depths for Improving 3D Human Pose Estimation in Video—0
LiftFormer: 3D Human Pose Estimation using attention models—0
Lifting 2d Human Pose to 3d : A WeaklySupervised Approach—0
Lifting 2d Human Pose to 3d : A Weakly Supervised Approach—0
Lifting 2D Human Pose to 3D with Domain Adapted 3D Body Concept—0
Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple Views—0
Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning—0
Lightweight Multi-View 3D Pose Estimation through Camera-Disentangled Representation—0
Look at the Driver, Look at the Road: No Distraction! No Accident!—0
MBAPose: Mask and Bounding-Box Aware Pose Estimation of Surgical Instruments with Photorealistic Domain Randomization—0
MC-hands-1M: A glove-wearing hand dataset for pose estimation—0
Mitigating Motion Blur for Robust 3D Baseball Player Pose Modeling for Pitch Analysis—0
MixSynthFormer: A Transformer Encoder-like Structure with Mixed Synthetic Self-attention for Efficient Human Pose Estimation—0
Mo2Cap2: Real-time Mobile 3D Motion Capture with a Cap-mounted Fisheye Camera—0
MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild—0
Mouse Pose Estimation From Depth Images—0
MPM: A Unified 2D-3D Human Pose Representation via Masked Pose Modeling—0
Multi-person 3D pose estimation from a single image captured by a fisheye camera—0
Multi-Person 3D Pose Estimation from Multi-View Uncalibrated Depth Cameras—0
Multiple human 3d pose estimation from multiview images—0
Multiple human pose estimation with temporally consistent 3d pictorial structures—0
Multi-Task Deep Networks for Depth-Based 6D Object Pose and Joint Registration in Crowd Scenarios—0
Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation—0
Multi-View Matching (MVM): Facilitating Multi-Person 3D Pose Estimation Learning with Action-Frozen People Video—0
Multi-View Person Matching and 3D Pose Estimation with Arbitrary Uncalibrated Camera Networks—0
Mushrooms Detection, Localization and 3D Pose Estimation using RGB-D Sensor for Robotic-picking Applications—0
MVDoppler-Pose: Multi-Modal Multi-View mmWave Sensing for Long-Distance Self-Occluded Human Walking Pose Estimation—0
Neural Monocular 3D Human Motion Capture with Physical Awareness—0
Not All Parts Are Created Equal: 3D Pose Estimation by Modelling Bi-directional Dependencies of Body Parts—0
Not All Parts Are Created Equal: 3D Pose Estimation by Modeling Bi-Directional Dependencies of Body Parts—0
Occlusion-Aware Object Localization, Segmentation and Pose Estimation—0
On the role of depth predictions for 3D human pose estimation—0
On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation—0
OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images—0
Out of the Box: A combined approach for handling occlusion in Human Pose Estimation—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