SOTAVerified

3D Pose Estimation

Papers

Showing 301325 of 379 papers

TitleStatusHype
From Point to Space: 3D Moving Human Pose Estimation Using Commodity WiFi0
Geometric Change Detection in Digital Twins using 3D Machine Learning0
GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild0
GraFormer: Graph-Oriented Transformer for 3D Pose Estimation0
Harmony4D: A Video Dataset for In-The-Wild Close Human Interactions0
Higher-Order Implicit Fairing Networks for 3D Human Pose Estimation0
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation0
Holistic Parking Slot Detection with Polygon-Shaped Representations0
HUM3DIL: Semi-supervised Multi-modal 3D Human Pose Estimation for Autonomous Driving0
Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey0
Image-based Synthesis for Deep 3D Human Pose Estimation0
Improving 3D Pose Estimation for Sign Language0
Integrated In-vehicle Monitoring System Using 3D Human Pose Estimation and Seat Belt Segmentation0
In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations0
Investigating the impact of 2D gesture representation on co-speech gesture generation0
IoT-Based 3D Pose Estimation and Motion Optimization for Athletes: Application of C3D and OpenPose0
It's all Relative: Monocular 3D Human Pose Estimation from Weakly Supervised Data0
IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation0
Joint Representation of Multiple Geometric Priors via a Shape Decomposition Model for Single Monocular 3D Pose Estimation0
Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation0
K-Order Graph-oriented Transformer with GraAttention for 3D Pose and Shape Estimation0
L3D-Pose: Lifting Pose for 3D Avatars from a Single Camera in the Wild0
LCR-Net: Localization-Classification-Regression for Human Pose0
LCR-Net++: Multi-person 2D and 3D Pose Detection in Natural Images0
Learning camera viewpoint using CNN to improve 3D body pose estimation0
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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