SOTAVerified

3D Pose Estimation

Papers

Showing 251300 of 379 papers

TitleStatusHype
Multi-View Matching (MVM): Facilitating Multi-Person 3D Pose Estimation Learning with Action-Frozen People Video0
Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis0
Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple Views0
Lightweight Multi-View 3D Pose Estimation through Camera-Disentangled Representation0
SSHFD: Single Shot Human Fall Detection with Occluded Joints Resilience0
Monocular Human Pose and Shape Reconstruction using Part Differentiable Rendering0
AnimePose: Multi-person 3D pose estimation and animation0
DFKI Cabin Simulator: A Test Platform for Visual In-Cabin Monitoring Functions0
Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning0
DeepFuse: An IMU-Aware Network for Real-Time 3D Human Pose Estimation from Multi-View Image0
KeyPose: Multi-View 3D Labeling and Keypoint Estimation for Transparent ObjectsCode0
Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose ReconstructionCode0
Chirality Nets for Human Pose RegressionCode0
FetusMap: Fetal Pose Estimation in 3D Ultrasound0
AlignNet-3D: Fast Point Cloud Registration of Partially Observed ObjectsCode0
Not All Parts Are Created Equal: 3D Pose Estimation by Modeling Bi-Directional Dependencies of Body Parts0
Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional NetworksCode0
Weakly-Supervised 3D Pose Estimation from a Single Image using Multi-View Consistency0
Efficient 2.5D Hand Pose Estimation via Auxiliary Multi-Task Training for Embedded Devices0
CorNet: Generic 3D Corners for 6D Pose Estimation of New Objects without Retraining0
Single-Stage Multi-Person Pose MachinesCode0
Trajectory Space Factorization for Deep Video-Based 3D Human Pose EstimationCode0
Human Mesh Recovery from Monocular Images via a Skeleton-disentangled RepresentationCode0
Distill Knowledge from NRSfM for Weakly Supervised 3D Pose Learning0
GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild0
U4D: Unsupervised 4D Dynamic Scene Understanding0
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera0
Sim2real transfer learning for 3D human pose estimation: motion to the rescue0
Bayesian Inference of Spacecraft Pose using Particle Filtering0
Analytical Derivatives for Differentiable Renderer: 3D Pose Estimation by Silhouette Consistency0
Object Pose Estimation in Robotics Revisited0
Learning Pose Grammar for Monocular 3D Pose Estimation0
Occlusion-Net: 2D/3D Occluded Keypoint Localization Using Graph NetworksCode0
Joint Representation of Multiple Geometric Priors via a Shape Decomposition Model for Single Monocular 3D Pose Estimation0
Not All Parts Are Created Equal: 3D Pose Estimation by Modelling Bi-directional Dependencies of Body Parts0
Exploiting temporal context for 3D human pose estimation in the wildCode0
Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation0
Lifting 2d Human Pose to 3d : A WeaklySupervised Approach0
Lifting 2d Human Pose to 3d : A Weakly Supervised Approach0
Out of the Box: A combined approach for handling occlusion in Human Pose Estimation0
Generalizing Monocular 3D Human Pose Estimation in the WildCode0
Unsupervised 3D Pose Estimation with Geometric Self-Supervision0
Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation via Neural Rendering0
In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations0
Neural Scene Decomposition for Multi-Person Motion CaptureCode0
3D Human Pose Estimation from Deep Multi-View 2D Pose0
View Invariant 3D Human Pose Estimation0
A Novel Self-Intersection Penalty Term for Statistical Body Shape Models and Its Applications in 3D Pose Estimation0
Feature Boosting Network For 3D Pose Estimation0
CRAVES: Controlling Robotic Arm with a Vision-based Economic SystemCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Liftformer (n=27 CPN)Average MPJPE (mm)48.6Unverified
2Liftformer (n=81 CPN)Average MPJPE (mm)46Unverified
3Liftformer (n=243 CPN)Average MPJPE (mm)44.8Unverified
4TesseTrackAverage MPJPE (mm)18.7Unverified
#ModelMetricClaimedVerifiedStatus
1OpenPose (body only)PCK@0.287.8Unverified
2BlazePose FullPCK@0.284.1Unverified
3BlazePose LitePCK@0.279.6Unverified
#ModelMetricClaimedVerifiedStatus
1BlazePose FullPCK@0.284.5Unverified
2OpenPose (body only)PCK@0.283.4Unverified
3BlazePose LitePCK@0.277.6Unverified
#ModelMetricClaimedVerifiedStatus
1Occlusion-NET3DPCK93.2Unverified
#ModelMetricClaimedVerifiedStatus
1HRNet + DepthAverage MPJPE (mm)151Unverified
#ModelMetricClaimedVerifiedStatus
1A2JFPS93.78Unverified