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 301–350 of 379 papers

TitleStatusHype
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
Investigating the impact of 2D gesture representation on co-speech gesture generation—0
IoT-Based 3D Pose Estimation and Motion Optimization for Athletes: Application of C3D and OpenPose—0
It's all Relative: Monocular 3D Human Pose Estimation from Weakly Supervised Data—0
IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation—0
Joint Representation of Multiple Geometric Priors via a Shape Decomposition Model for Single Monocular 3D Pose Estimation—0
Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation—0
K-Order Graph-oriented Transformer with GraAttention for 3D Pose and Shape Estimation—0
L3D-Pose: Lifting Pose for 3D Avatars from a Single Camera in the Wild—0
LCR-Net: Localization-Classification-Regression for Human Pose—0
LCR-Net++: Multi-person 2D and 3D Pose Detection in Natural Images—0
Learning camera viewpoint using CNN to improve 3D body pose estimation—0
Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions—0
Learning Descriptors for Object Recognition and 3D Pose Estimation—0
Learning Dynamical Human-Joint Affinity for 3D Pose Estimation in Videos—0
Learning Pose Grammar for Monocular 3D Pose Estimation—0
Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation—0
Learning to Estimate 3D Human Pose from Point Cloud—0
Learning to Search on Manifolds for 3D Pose Estimation of Articulated Objects—0
Leveraging 2D Masked Reconstruction for Domain Adaptation of 3D Pose Estimation—0
Leveraging Temporal Joint Depths for Improving 3D Human Pose Estimation in Video—0
LiftFormer: 3D Human Pose Estimation using attention models—0
Lifting 2d Human Pose to 3d : A WeaklySupervised Approach—0
Lifting 2d Human Pose to 3d : A Weakly Supervised Approach—0
Lifting 2D Human Pose to 3D with Domain Adapted 3D Body Concept—0
Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple Views—0
Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning—0
Lightweight Multi-View 3D Pose Estimation through Camera-Disentangled Representation—0
Look at the Driver, Look at the Road: No Distraction! No Accident!—0
MBAPose: Mask and Bounding-Box Aware Pose Estimation of Surgical Instruments with Photorealistic Domain Randomization—0
MC-hands-1M: A glove-wearing hand dataset for pose estimation—0
Mitigating Motion Blur for Robust 3D Baseball Player Pose Modeling for Pitch Analysis—0
MixSynthFormer: A Transformer Encoder-like Structure with Mixed Synthetic Self-attention for Efficient Human Pose Estimation—0
Mo2Cap2: Real-time Mobile 3D Motion Capture with a Cap-mounted Fisheye Camera—0
MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild—0
Mouse Pose Estimation From Depth Images—0
MPM: A Unified 2D-3D Human Pose Representation via Masked Pose Modeling—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