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
Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation via Neural Rendering—0
QORT-Former: Query-optimized Real-time Transformer for Understanding Two Hands Manipulating Objects—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
Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis—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