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 151–200 of 379 papers

TitleStatusHype
DualPM: Dual Posed-Canonical Point Maps for 3D Shape and Pose Reconstruction—0
DynaDog+T: A Parametric Animal Model for Synthetic Canine Image Generation—0
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation—0
E^3Pose: Energy-Efficient Edge-assisted Multi-camera System for Multi-human 3D Pose Estimation—0
Efficient 2.5D Hand Pose Estimation via Auxiliary Multi-Task Training for Embedded Devices—0
Ego2HandsPose: A Dataset for Egocentric Two-hand 3D Global Pose Estimation—0
Ego-Humans: An Ego-Centric 3D Multi-Human Benchmark—0
EgoSim: An Egocentric Multi-view Simulator and Real Dataset for Body-worn Cameras during Motion and Activity—0
Eigendecomposition-free Training of Deep Networks with Zero Eigenvalue-based Losses—0
Monocular Human Pose and Shape Reconstruction using Part Differentiable Rendering—0
End-to-end Dynamic Matching Network for Multi-view Multi-person 3d Pose Estimation—0
End-to-end Global to Local CNN Learning for Hand Pose Recovery in Depth Data—0
Enhanced Mixtures of Part Model for Human Pose Estimation—0
EPOCH: Jointly Estimating the 3D Pose of Cameras and Humans—0
Evaluation of deep lift pose models for 3D rodent pose estimation based on geometrically triangulated data—0
Exploring Severe Occlusion: Multi-Person 3D Pose Estimation with Gated Convolution—0
ExtPose: Robust and Coherent Pose Estimation by Extending ViTs—0
Falling Things: A Synthetic Dataset for 3D Object Detection and Pose Estimation—0
Feature Boosting Network For 3D Pose Estimation—0
FetusMap: Fetal Pose Estimation in 3D Ultrasound—0
From Point to Space: 3D Moving Human Pose Estimation Using Commodity WiFi—0
Geometric Change Detection in Digital Twins using 3D Machine Learning—0
GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild—0
GraFormer: Graph-Oriented Transformer for 3D Pose Estimation—0
Harmony4D: A Video Dataset for In-The-Wild Close Human Interactions—0
Higher-Order Implicit Fairing Networks for 3D Human Pose Estimation—0
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation—0
Holistic Parking Slot Detection with Polygon-Shaped Representations—0
HUM3DIL: Semi-supervised Multi-modal 3D Human Pose Estimation for Autonomous Driving—0
Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey—0
Image-based Synthesis for Deep 3D Human Pose Estimation—0
Improving 3D Pose Estimation for Sign Language—0
Integrated In-vehicle Monitoring System Using 3D Human Pose Estimation and Seat Belt Segmentation—0
In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations—0
RatBodyFormer: Rat Body Surface from Keypoints—0
RayTran: 3D pose estimation and shape reconstruction of multiple objects from videos with ray-traced transformers—0
Real-time 3D Pose Estimation with a Monocular Camera Using Deep Learning and Object Priors On an Autonomous Racecar—0
Real-time 3D Tracking of Articulated Tools for Robotic Surgery—0
Real-time Deep Pose Estimation with Geodesic Loss for Image-to-Template Rigid Registration—0
Real-Time Human Motion Capture with Multiple Depth Cameras—0
Real-time, low-cost multi-person 3D pose estimation—0
Recovering Accurate 3D Human Pose in The Wild Using IMUs and a Moving Camera—0
Recovering Human 3D Model from Monocular 2d Images for Detecting Postures Deformilities—0
Recurrent 3D Pose Sequence Machines—0
OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images—0
Robust Category-Level 3D Pose Estimation from Synthetic Data—0
Robust Estimation of 3D Human Poses from a Single Image—0
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose Estimation—0
Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis—0
Self-Supervised Multi-View Synchronization Learning for 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