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 101–150 of 379 papers

TitleStatusHype
Ego2HandsPose: A Dataset for Egocentric Two-hand 3D Global Pose Estimation—0
E^3Pose: Energy-Efficient Edge-assisted Multi-camera System for Multi-human 3D Pose Estimation—0
Active Detection and Localization of Textureless Objects in Cluttered Environments—0
In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations—0
It's all Relative: Monocular 3D Human Pose Estimation from Weakly Supervised Data—0
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation—0
A Unified Framework for Human-centric Point Cloud Video Understanding—0
DynaDog+T: A Parametric Animal Model for Synthetic Canine Image Generation—0
DualPM: Dual Posed-Canonical Point Maps for 3D Shape and Pose Reconstruction—0
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera—0
A Coarse-to-Fine Model for 3D Pose Estimation and Sub-category Recognition—0
Efficient 2.5D Hand Pose Estimation via Auxiliary Multi-Task Training for Embedded Devices—0
DRPose3D: Depth Ranking in 3D Human Pose Estimation—0
Ego-Humans: An Ego-Centric 3D Multi-Human Benchmark—0
Attention Models for Point Clouds in Deep Learning: A Survey—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
BLADE: Single-view Body Mesh Estimation through Accurate Depth Estimation—0
BLADE: Single-view Body Mesh Learning through Accurate Depth Estimation—0
3D Pictorial Structures Revisited: Multiple Human Pose Estimation—0
Accidental Turntables: Learning 3D Pose by Watching Objects Turn—0
Evaluation of deep lift pose models for 3D rodent pose estimation based on geometrically triangulated data—0
Domain Transfer for 3D Pose Estimation from Color Images without Manual Annotations—0
Absolute 3D Pose Estimation and Length Measurement of Severely Deformed Fish from Monocular Videos in Longline Fishing—0
Distill Knowledge from NRSfM for Weakly Supervised 3D Pose Learning—0
A Study on the Matching Rate of Dance Movements Using 2D Skeleton Detection and 3D Pose Estimation: Why Is SEVENTEEN's Performance So Bita-Zoroi (Perfectly Synchronized)?—0
DINeMo: Learning Neural Mesh Models with no 3D Annotations—0
3D Pictorial Structures for Multiple Human Pose Estimation—0
Image-based Synthesis for Deep 3D Human Pose Estimation—0
Improving 3D Pose Estimation for Sign Language—0
IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation—0
DFKI Cabin Simulator: A Test Platform for Visual In-Cabin Monitoring Functions—0
Appearance Consensus Driven Self-Supervised Human Mesh Recovery—0
Holistic Parking Slot Detection with Polygon-Shaped Representations—0
A Novel Self-Intersection Penalty Term for Statistical Body Shape Models and Its Applications in 3D Pose Estimation—0
6-DoF Stability Field via Diffusion Models—0
Deep Monocular 3D Human Pose Estimation via Cascaded Dimension-Lifting—0
A Novel Illumination-Invariant Loss for Monocular 3D Pose Estimation—0
3D Human Scan With A Moving Event Camera—0
HUM3DIL: Semi-supervised Multi-modal 3D Human Pose Estimation for Autonomous Driving—0
Deep Kinematics Analysis for Monocular 3D Human Pose Estimation—0
AnimePose: Multi-person 3D pose estimation and animation—0
DeepFuse: An IMU-Aware Network for Real-Time 3D Human Pose Estimation from Multi-View Image—0
3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance Information—0
Analytical Derivatives for Differentiable Renderer: 3D Pose Estimation by Silhouette Consistency—0
D3PRefiner: A Diffusion-based Denoise Method for 3D Human Pose Refinement—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