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 151–200 of 379 papers

TitleStatusHype
Single-Frame based Deep View Synchronization for Unsynchronized Multi-Camera SurveillanceCode0
Single-Shot Multi-Person 3D Pose Estimation From Monocular RGBCode0
Integral Human Pose RegressionCode0
Single-Stage Multi-Person Pose MachinesCode0
AthleticsPose: Authentic Sports Motion Dataset on Athletic Field and Evaluation of Monocular 3D Pose Estimation AbilityCode0
Multi-person 3D pose estimation from unlabelled dataCode0
Propagating LSTM: 3D Pose Estimation based on Joint Interdependency—0
Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation via Neural Rendering—0
QORT-Former: Query-optimized Real-time Transformer for Understanding Two Hands Manipulating Objects—0
RatBodyFormer: Rat Body Surface from Keypoints—0
RayTran: 3D pose estimation and shape reconstruction of multiple objects from videos with ray-traced transformers—0
Real-time 3D Pose Estimation with a Monocular Camera Using Deep Learning and Object Priors On an Autonomous Racecar—0
Real-time 3D Tracking of Articulated Tools for Robotic Surgery—0
Real-time Deep Pose Estimation with Geodesic Loss for Image-to-Template Rigid Registration—0
Real-Time Human Motion Capture with Multiple Depth Cameras—0
Real-time, low-cost multi-person 3D pose estimation—0
Recovering Accurate 3D Human Pose in The Wild Using IMUs and a Moving Camera—0
Recovering Human 3D Model from Monocular 2d Images for Detecting Postures Deformilities—0
Recurrent 3D Pose Sequence Machines—0
OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images—0
Robust Category-Level 3D Pose Estimation from Synthetic Data—0
Robust Estimation of 3D Human Poses from a Single Image—0
Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis—0
Self-Supervised Multi-View Synchronization Learning for 3D Pose Estimation—0
Semantics-aware Test-time Adaptation for 3D Human Pose Estimation—0
Siamese Regression Networks with Efficient mid-level Feature Extraction for 3D Object Pose Estimation—0
Sim2real transfer learning for 3D human pose estimation: motion to the rescue—0
Single-Stage Is Enough: Multi-Person Absolute 3D Pose Estimation—0
Skeleton2Mesh: Kinematics Prior Injected Unsupervised Human Mesh Recovery—0
SSHFD: Single Shot Human Fall Detection with Occluded Joints Resilience—0
SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression—0
Generalizable Human Pose Triangulation—0
Strengths and Weaknesses of 3D Pose Estimation and Inertial Motion Capture System for Movement Therapy—0
Structured Prediction of 3D Human Pose with Deep Neural Networks—0
Supervised Descent Method for Solving Nonlinear Least Squares Problems in Computer Vision—0
SurgeoNet: Realtime 3D Pose Estimation of Articulated Surgical Instruments from Stereo Images using a Synthetically-trained Network—0
Synthesizing Training Images for Boosting Human 3D Pose Estimation—0
"Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose Estimation—0
TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking—0
That's My Point: Compact Object-centric LiDAR Pose Estimation for Large-scale Outdoor Localisation—0
Toward Marker-free 3D Pose Estimation in Lifting: A Deep Multi-view Solution—0
Towards Balanced Continual Multi-Modal Learning in Human Pose Estimation—0
Towards Generalization of 3D Human Pose Estimation In The Wild—0
Towards Locality Similarity Preserving to 3D Human Pose Estimation—0
Towards Part-aware Monocular 3D Human Pose Estimation: An Architecture Search Approach—0
Towards Robust and Smooth 3D Multi-Person Pose Estimation from Monocular Videos in the Wild—0
Towards Scene Understanding with Detailed 3D Object Representations—0
Translating a Visual LEGO Manual to a Machine-Executable Plan—0
TT3D: Table Tennis 3D Reconstruction—0
Two-hand Global 3D Pose Estimation Using Monocular RGB—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