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 201–250 of 379 papers

TitleStatusHype
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
Two Views Are Better than One: Monocular 3D Pose Estimation with Multiview Consistency—0
U4D: Unsupervised 4D Dynamic Scene Understanding—0
Unified Pose Sequence Modeling—0
Unlabeled Action Quality Assessment Based on Multi-dimensional Adaptive Constrained Dynamic Time Warping—0
UNOC: Understanding Occlusion for Embodied Presence in Virtual Reality—0
Unsupervised 3D Pose Estimation with Geometric Self-Supervision—0
Unsupervised 3D Pose Estimation with Non-Rigid Structure-from-Motion Modeling—0
Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations—0
Temporal Representation Learning on Monocular Videos for 3D Human Pose Estimation—0
Unsupervised Multi-Person 3D Human Pose Estimation From 2D Poses Alone—0
Unsupervised View-Invariant Human Posture Representation—0
View Invariant 3D Human Pose Estimation—0
View Invariant Human Body Detection and Pose Estimation from Multiple Depth Sensors—0
Vision-based Pose Estimation for Augmented Reality : A Comparison Study—0
Visuo-Tactile Object Pose Estimation for a Multi-Finger Robot Hand with Low-Resolution In-Hand Tactile Sensing—0
VolNet: Estimating Human Body Part Volumes from a Single RGB Image—0
VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the Wild—0
VTP: Volumetric Transformer for Multi-view Multi-person 3D Pose Estimation—0
Weakly Supervised 3D Multi-person Pose Estimation for Large-scale Scenes based on Monocular Camera and Single LiDAR—0
Weakly-Supervised 3D Pose Estimation from a Single Image using Multi-View Consistency—0
Weakly-supervised Pre-training for 3D Human Pose Estimation via Perspective Knowledge—0
YOLO11 and Vision Transformers based 3D Pose Estimation of Immature Green Fruits in Commercial Apple Orchards for Robotic Thinning—0
AvatarPose: Avatar-guided 3D Pose Estimation of Close Human Interaction from Sparse Multi-view Videos—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