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 76–100 of 665 papers

Title	Date	Tasks	Status	Hype
Cascaded deep monocular 3D human pose estimation with evolutionary training data	Jun 14, 2020	3D Human Pose EstimationData Augmentation	CodeCode Available	1
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation	Aug 16, 2023	3D Human Pose EstimationCollege Computer Science	CodeCode Available	1
Capturing the motion of every joint: 3D human pose and shape estimation with independent tokens	Mar 1, 2023	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	1
EM-POSE: 3D Human Pose Estimation From Sparse Electromagnetic Trackers	Jan 1, 2021	3D Human Pose EstimationPose Estimation	CodeCode Available	1
Attention Mechanism Exploits Temporal Contexts: Real-Time 3D Human Pose Reconstruction	Jun 1, 2020	2D Pose Estimation3D Human Pose Estimation	CodeCode Available	1
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction	Mar 17, 2020	3D Human Pose Estimation3D Pose Estimation	CodeCode Available	1
Efficient Domain Adaptation via Generative Prior for 3D Infant Pose Estimation	Nov 17, 2023	3D Human Pose EstimationData Augmentation	CodeCode Available	1
EgoPoseFormer: A Simple Baseline for Stereo Egocentric 3D Human Pose Estimation	Mar 26, 2024	3D Human Pose EstimationEgocentric Pose Estimation	CodeCode Available	1
A simple yet effective baseline for 3d human pose estimation	May 8, 2017	3D Human Pose Estimation3D Pose Estimation	CodeCode Available	1
Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded Scenes	Apr 15, 2021	2D Human Pose Estimation3D Human Pose Estimation	CodeCode Available	1
Efficient Human Pose Estimation via 3D Event Point Cloud	Jun 9, 2022	3D Human Pose EstimationEdge-computing	CodeCode Available	1
ARTS: Semi-Analytical Regressor using Disentangled Skeletal Representations for Human Mesh Recovery from Videos	Oct 21, 2024	3D Human Pose EstimationDisentanglement	CodeCode Available	1
PoseBench3D: A Cross-Dataset Analysis Framework for 3D Human Pose Estimation	May 16, 2025	3D Human Pose EstimationPose Estimation	CodeCode Available	1
Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation	Jul 7, 2023	3D Human Pose EstimationImage to 3D	CodeCode Available	1
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning	Jul 27, 2020	3D Human Pose Estimation3D Shape Reconstruction	CodeCode Available	1
3D-LFM: Lifting Foundation Model	Dec 19, 2023	3D Facial Landmark Localization3D Hand Pose Estimation	CodeCode Available	1
Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation	Sep 6, 2021	3D Absolute Human Pose Estimation3D Human Pose Estimation	CodeCode Available	1
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video	Nov 17, 2020	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	1
End-to-End Human Pose and Mesh Reconstruction with Transformers	Dec 17, 2020	3D Absolute Human Pose Estimation3D Hand Pose Estimation	CodeCode Available	1
3D Human Pose Estimation With Spatio-Temporal Criss-Cross Attention	Jan 1, 2023	3D Human Pose EstimationPose Estimation	CodeCode Available	1
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild	Nov 30, 2020	3D Human Pose EstimationMonocular 3D Human Pose Estimation	CodeCode Available	1
Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation	Apr 1, 2020	3D Human Pose Estimation3D Pose Estimation	CodeCode Available	1
BLAPose: Enhancing 3D Human Pose Estimation with Bone Length Adjustment	Oct 28, 2024	3D Human Pose EstimationPose Estimation	CodeCode Available	1
Dynamic Multi-Person Mesh Recovery From Uncalibrated Multi-View Cameras	Oct 20, 2021	3D Human Pose EstimationCamera Calibration	CodeCode Available	1
ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses	Dec 14, 2021	3D Human Pose EstimationPose Estimation	CodeCode Available	1

Show:10 25 50

← PrevPage 4 of 27Next →

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