3D Human Pose Estimation

3D Human Pose Estimation is a computer vision task that involves estimating the 3D positions and orientations of body joints and bones from 2D images or videos. The goal is to reconstruct the 3D pose of a person in real-time, which can be used in a variety of applications, such as virtual reality, human-computer interaction, and motion analysis.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 651–665 of 665 papers

Title	Date	Tasks	Status
UPTor: Unified 3D Human Pose Dynamics and Trajectory Prediction for Human-Robot Interaction	May 20, 2025	3D Human Pose EstimationGraph Attention	—Unverified
View Consistency Aware Holistic Triangulation for 3D Human Pose Estimation	Feb 22, 2023	3D Human Pose Estimation3D Reconstruction	—Unverified
View Invariant 3D Human Pose Estimation	Jan 30, 2019	3D Human Pose Estimation3D Pose Estimation	—Unverified
VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the Wild	Aug 5, 2021	3D Human Pose Estimation3D Multi-Person Pose Estimation	—Unverified
VTP: Volumetric Transformer for Multi-view Multi-person 3D Pose Estimation	May 25, 2022	3D Human Pose Estimation3D Multi-Person Pose Estimation	—Unverified
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows	Mar 23, 2020	3D human pose and shape estimation3D Human Pose Estimation	—Unverified
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild	Mar 17, 2020	3D Human Pose EstimationMonocular 3D Human Pose Estimation	—Unverified
Weakly-Supervised 3D Pose Estimation from a Single Image using Multi-View Consistency	Sep 13, 2019	3D Human Pose Estimation3D Pose Estimation	—Unverified
Weakly-supervised 3D Human Pose Estimation with Cross-view U-shaped Graph Convolutional Network	May 23, 2021	3D Human Pose EstimationMonocular 3D Human Pose Estimation	—Unverified
Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation	Mar 21, 2019	3D geometry3D Human Pose Estimation	—Unverified
Weakly Supervised Multi-Modal 3D Human Body Pose Estimation for Autonomous Driving	Jul 27, 2023	3D Human Pose EstimationAutonomous Driving	—Unverified
Weakly-supervised Pre-training for 3D Human Pose Estimation via Perspective Knowledge	Nov 22, 2022	3D Human Pose Estimation3D Pose Estimation	—Unverified
WorldPose: A World Cup Dataset for Global 3D Human Pose Estimation	Jan 6, 2025	3D Human Pose EstimationGlobal 3D Human Pose Estimation	—Unverified
XFormer: Fast and Accurate Monocular 3D Body Capture	May 18, 2023	3D Human Pose EstimationCPU	—Unverified
Neuromorphic High-Frequency 3D Dancing Pose Estimation in Dynamic Environment	Jan 17, 2023	3D Human Pose EstimationPose Estimation	—Unverified

Show:10 25 50

← PrevPage 14 of 14Next →

All datasets 3DPW MPI-INF-3DHP Human3.6M HumanEva-I H3WB Total Capture EMDB AGORA Panoptic Surreal 3D Poses in the Wild Challenge AIST++

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Simple-baseline	PA-MPJPE	157	—	Unverified
2	HMR	MPJPE	130	—	Unverified
3	BMP	MPVPE	119.3	—	Unverified
4	SPIN	MPVPE	116.4	—	Unverified
5	Wenshuo et a;.	MPVPE	112.6	—	Unverified
6	TCMR (T=16 w/o 3DPW)	MPVPE	111.5	—	Unverified
7	CHOMP	MPVPE	110.1	—	Unverified
8	PC-HMR	MPVPE	108.6	—	Unverified
9	3DCrowdNet	MPVPE	108.5	—	Unverified
10	SMPLify	PA-MPJPE	106.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	VNect (Augm.)	MPJPE	124.7	—	Unverified
2	HMR	MPJPE	124.2	—	Unverified
3	Single-Shot Multi-Person	MPJPE	122.2	—	Unverified
4	Mehta	MPJPE	117.6	—	Unverified
5	PONet	MPJPE	115	—	Unverified
6	Pose Consensus (monocular)	MPJPE	112.1	—	Unverified
7	GeoRep (fully-supervised)	MPJPE	110.8	—	Unverified
8	XFormer (HRNet)	MPJPE	109.8	—	Unverified
9	EpipolarPose (fully-supervised)	MPJPE	108.99	—	Unverified
10	SPIN	MPJPE	105.2	—	Unverified