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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 1–50 of 379 papers

TitleStatusHype
AthleticsPose: Authentic Sports Motion Dataset on Athletic Field and Evaluation of Monocular 3D Pose Estimation AbilityCode0
VST-Pose: A Velocity-Integrated Spatiotem-poral Attention Network for Human WiFi Pose EstimationCode0
ExtPose: Robust and Coherent Pose Estimation by Extending ViTs—0
PoseGRAF: Geometric-Reinforced Adaptive Fusion for Monocular 3D Human Pose EstimationCode0
Pose Splatter: A 3D Gaussian Splatting Model for Quantifying Animal Pose and Appearance—0
CoMotion: Concurrent Multi-person 3D MotionCode3
TT3D: Table Tennis 3D Reconstruction—0
Cooperative Inference for Real-Time 3D Human Pose Estimation in Multi-Device Edge NetworksCode0
DINeMo: Learning Neural Mesh Models with no 3D Annotations—0
Visuo-Tactile Object Pose Estimation for a Multi-Finger Robot Hand with Low-Resolution In-Hand Tactile Sensing—0
Automating 3D Dataset Generation with Neural Radiance FieldsCode0
AthletePose3D: A Benchmark Dataset for 3D Human Pose Estimation and Kinematic Validation in Athletic MovementsCode2
A Study on the Matching Rate of Dance Movements Using 2D Skeleton Detection and 3D Pose Estimation: Why Is SEVENTEEN's Performance So Bita-Zoroi (Perfectly Synchronized)?—0
QORT-Former: Query-optimized Real-time Transformer for Understanding Two Hands Manipulating Objects—0
EgoSim: An Egocentric Multi-view Simulator and Real Dataset for Body-worn Cameras during Motion and Activity—0
DeProPose: Deficiency-Proof 3D Human Pose Estimation via Adaptive Multi-View FusionCode0
Semantics-aware Test-time Adaptation for 3D Human Pose Estimation—0
Leveraging 2D Masked Reconstruction for Domain Adaptation of 3D Pose Estimation—0
BioPose: Biomechanically-accurate 3D Pose Estimation from Monocular Videos—0
Towards Balanced Continual Multi-Modal Learning in Human Pose Estimation—0
L3D-Pose: Lifting Pose for 3D Avatars from a Single Camera in the Wild—0
BLADE: Single-view Body Mesh Estimation through Accurate Depth Estimation—0
MVDoppler-Pose: Multi-Modal Multi-View mmWave Sensing for Long-Distance Self-Occluded Human Walking Pose Estimation—0
RatBodyFormer: Rat Body Surface from Keypoints—0
BLADE: Single-view Body Mesh Learning through Accurate Depth Estimation—0
DualPM: Dual Posed-Canonical Point Maps for 3D Shape and Pose Reconstruction—0
X as Supervision: Contending with Depth Ambiguity in Unsupervised Monocular 3D Pose EstimationCode1
IoT-Based 3D Pose Estimation and Motion Optimization for Athletes: Application of C3D and OpenPose—0
Harmony4D: A Video Dataset for In-The-Wild Close Human Interactions—0
YOLO11 and Vision Transformers based 3D Pose Estimation of Immature Green Fruits in Commercial Apple Orchards for Robotic Thinning—0
POSE: Pose estimation Of virtual Sync Exhibit systemCode0
Unlabeled Action Quality Assessment Based on Multi-dimensional Adaptive Constrained Dynamic Time Warping—0
Enhancing 3D Human Pose Estimation Amidst Severe Occlusion with Dual Transformer FusionCode0
SurgeoNet: Realtime 3D Pose Estimation of Articulated Surgical Instruments from Stereo Images using a Synthetically-trained Network—0
GST: Precise 3D Human Body from a Single Image with Gaussian Splatting TransformersCode2
Multi-view Pose Fusion for Occlusion-Aware 3D Human Pose EstimationCode0
Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation—0
AvatarPose: Avatar-guided 3D Pose Estimation of Close Human Interaction from Sparse Multi-view Videos—0
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation—0
Unsupervised Learning of Category-Level 3D Pose from Object-Centric VideosCode0
EPOCH: Jointly Estimating the 3D Pose of Cameras and Humans—0
Investigating the impact of 2D gesture representation on co-speech gesture generation—0
3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance Information—0
AutoSoccerPose: Automated 3D posture Analysis of Soccer Shot MovementsCode2
Quater-GCN: Enhancing 3D Human Pose Estimation with Orientation and Semi-supervised TrainingCode0
Mushroom Segmentation and 3D Pose Estimation from Point Clouds using Fully Convolutional Geometric Features and Implicit Pose EncodingCode0
EventEgo3D: 3D Human Motion Capture from Egocentric Event StreamsCode1
3D Human Scan With A Moving Event Camera—0
SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose EstimationCode2
A Unified Framework for Human-centric Point Cloud Video Understanding—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