SOTAVerified

3D Pose Estimation

Image credit: GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision , ECCV'20

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 379 papers

TitleStatusHype
Learning Dynamical Human-Joint Affinity for 3D Pose Estimation in Videos—0
Learning Skeletal Graph Neural Networks for Hard 3D Pose EstimationCode0
VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the Wild—0
DynaDog+T: A Parametric Animal Model for Synthetic Canine Image Generation—0
VolNet: Estimating Human Body Part Volumes from a Single RGB Image—0
Evaluation of deep lift pose models for 3D rodent pose estimation based on geometrically triangulated data—0
TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking—0
Implicit-PDF: Non-Parametric Representation of Probability Distributions on the Rotation ManifoldCode0
Adapted Human Pose: Monocular 3D Human Pose Estimation with Zero Real 3D Pose DataCode0
Heuristic Weakly Supervised 3D Human Pose EstimationCode0
3D Human Pose Regression using Graph Convolutional NetworkCode0
Neural Monocular 3D Human Motion Capture with Physical Awareness—0
Deep Monocular 3D Human Pose Estimation via Cascaded Dimension-Lifting—0
MBAPose: Mask and Bounding-Box Aware Pose Estimation of Surgical Instruments with Photorealistic Domain Randomization—0
Geometric Change Detection in Digital Twins using 3D Machine Learning—0
On the role of depth predictions for 3D human pose estimation—0
Attention Models for Point Clouds in Deep Learning: A Survey—0
Absolute 3D Pose Estimation and Length Measurement of Severely Deformed Fish from Monocular Videos in Longline Fishing—0
PandaNet : Anchor-Based Single-Shot Multi-Person 3D Pose Estimation—0
Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions—0
Skeleton2Mesh: Kinematics Prior Injected Unsupervised Human Mesh Recovery—0
Recovering Human 3D Model from Monocular 2d Images for Detecting Postures Deformilities—0
From Point to Space: 3D Moving Human Pose Estimation Using Commodity WiFi—0
Towards Locality Similarity Preserving to 3D Human Pose Estimation—0
Temporal Representation Learning on Monocular Videos for 3D Human Pose Estimation—0
UNOC: Understanding Occlusion for Embodied Presence in Virtual Reality—0
Leveraging Temporal Joint Depths for Improving 3D Human Pose Estimation in Video—0
Exploring Severe Occlusion: Multi-Person 3D Pose Estimation with Gated Convolution—0
View-Invariant, Occlusion-Robust Probabilistic Embedding for Human PoseCode0
Self-Supervised Multi-View Synchronization Learning for 3D Pose Estimation—0
PI-Net: Pose Interacting Network for Multi-Person Monocular 3D Pose Estimation—0
Continuous close-range 3D object pose estimation—0
CAD2Real: Deep learning with domain randomization of CAD data for 3D pose estimation of electronic control unit housings—0
SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression—0
ZooBuilder: 2D and 3D Pose Estimation for Quadrupeds Using Synthetic Data—0
LiftFormer: 3D Human Pose Estimation using attention models—0
Unsupervised Cross-Modal Alignment for Multi-Person 3D Pose EstimationCode0
Appearance Consensus Driven Self-Supervised Human Mesh Recovery—0
End-to-end Dynamic Matching Network for Multi-view Multi-person 3d Pose Estimation—0
Towards Part-aware Monocular 3D Human Pose Estimation: An Architecture Search Approach—0
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation—0
Single-Frame based Deep View Synchronization for Unsynchronized Multi-Camera SurveillanceCode0
Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation—0
PandaNet: Anchor-Based Single-Shot Multi-Person 3D Pose Estimation—0
Two-hand Global 3D Pose Estimation Using Monocular RGB—0
Deep Kinematics Analysis for Monocular 3D Human Pose Estimation—0
3D human pose estimation with adaptive receptive fields and dilated temporal convolutions—0
View Invariant Human Body Detection and Pose Estimation from Multiple Depth Sensors—0
JointsGait:A model-based Gait Recognition Method based on Gait Graph Convolutional Networks and Joints Relationship Pyramid Mapping—0
Towards Generalization of 3D Human Pose Estimation In The Wild—0
Show:102550
← PrevPage 5 of 8Next →
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