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
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
ZooBuilder: 2D and 3D Pose Estimation for Quadrupeds Using Synthetic Data—0
3D Human Pose Estimation = 2D Pose Estimation + Matching—0
3D Human Pose Estimation for Free-from and Moving Activities Using WiFi—0
3D Human Pose Estimation from Deep Multi-View 2D Pose—0
3D human pose estimation with adaptive receptive fields and dilated temporal convolutions—0
3D Human Scan With A Moving Event Camera—0
3D Pictorial Structures for Multiple Human Pose Estimation—0
3D Pictorial Structures Revisited: Multiple Human Pose Estimation—0
3D Pose Estimation and 3D Model Retrieval for Objects in the Wild—0
3D Pose Estimation and Future Motion Prediction from 2D Images—0
3D Pose Estimation of Tomato Peduncle Nodes using Deep Keypoint Detection and Point Cloud—0
3D Pose Regression using Convolutional Neural Networks—0
3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance Information—0
6-DoF Stability Field via Diffusion Models—0
Absolute 3D Pose Estimation and Length Measurement of Severely Deformed Fish from Monocular Videos in Longline Fishing—0
Accidental Turntables: Learning 3D Pose by Watching Objects Turn—0
A Coarse-to-Fine Model for 3D Pose Estimation and Sub-category Recognition—0
Active Detection and Localization of Textureless Objects in Cluttered Environments—0
Generating Images with 3D Annotations Using Diffusion Models—0
A Dual-Source Approach for 3D Pose Estimation from a Single Image—0
A Flexible-Frame-Rate Vision-Aided Inertial Object Tracking System for Mobile Devices—0
A Joint Model for 2D and 3D Pose Estimation from a Single Image—0
ALCN: Meta-Learning for Contrast Normalization Applied to Robust 3D Pose Estimation—0
JointsGait:A model-based Gait Recognition Method based on Gait Graph Convolutional Networks and Joints Relationship Pyramid Mapping—0
Analytical Derivatives for Differentiable Renderer: 3D Pose Estimation by Silhouette Consistency—0
AnimePose: Multi-person 3D pose estimation and animation—0
A Novel Illumination-Invariant Loss for Monocular 3D 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