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 101–125 of 665 papers

Title	Date	Tasks	Status	Hype
Towards Precise 3D Human Pose Estimation with Multi-Perspective Spatial-Temporal Relational Transformers	Jan 30, 2024	3D Human Pose EstimationPose Estimation	CodeCode Available	1
Multi-Person 3D Pose Estimation from Multi-View Uncalibrated Depth Cameras	Jan 28, 2024	3D Human Pose Estimation3D Pose Estimation	—Unverified	0
Exploring Latent Cross-Channel Embedding for Accurate 3D Human Pose Reconstruction in a Diffusion Framework	Jan 18, 2024	3D Human Pose EstimationGraph Attention	CodeCode Available	0
Diffusion-based Pose Refinement and Muti-hypothesis Generation for 3D Human Pose Estimaiton	Jan 10, 2024	3D Human Pose EstimationDenoising	CodeCode Available	1
D3PRefiner: A Diffusion-based Denoise Method for 3D Human Pose Refinement	Jan 8, 2024	3D Human Pose Estimation3D Pose Estimation	—Unverified	0
STAF: 3D Human Mesh Recovery from Video with Spatio-Temporal Alignment Fusion	Jan 3, 2024	3D Human Pose EstimationHuman Mesh Recovery	CodeCode Available	2
Instance-aware Contrastive Learning for Occluded Human Mesh Reconstruction	Jan 1, 2024	3D Human Pose Estimation3D Multi-Person Mesh Recovery	CodeCode Available	1
PoseIRM: Enhance 3D Human Pose Estimation on Unseen Camera Settings via Invariant Risk Minimization	Jan 1, 2024	3D Human Pose EstimationPose Estimation	—Unverified	0
3D Human Pose Perception from Egocentric Stereo Videos	Dec 30, 2023	3D Human Pose Estimation3D Scene Reconstruction	—Unverified	0
Geometry-Biased Transformer for Robust Multi-View 3D Human Pose Reconstruction	Dec 28, 2023	3D Human Pose Estimation3D Multi-Person Pose Estimation	—Unverified	0
Lifting by Image -- Leveraging Image Cues for Accurate 3D Human Pose Estimation	Dec 25, 2023	3D Human Pose Estimationfeature selection	—Unverified	0
STRIDE: Single-video based Temporally Continuous Occlusion-Robust 3D Pose Estimation	Dec 24, 2023	3D Human Pose Estimation3D Pose Estimation	CodeCode Available	0
3D-LFM: Lifting Foundation Model	Dec 19, 2023	3D Facial Landmark Localization3D Hand Pose Estimation	CodeCode Available	1
SoloPose: One-Shot Kinematic 3D Human Pose Estimation with Video Data Augmentation	Dec 15, 2023	3D Human Pose EstimationData Augmentation	CodeCode Available	1
WHAM: Reconstructing World-grounded Humans with Accurate 3D Motion	Dec 12, 2023	3D Human Pose Estimation	CodeCode Available	3
VoxelKP: A Voxel-based Network Architecture for Human Keypoint Estimation in LiDAR Data	Dec 11, 2023	3D Human Pose EstimationKeypoint Detection	CodeCode Available	1
Improving the Robustness of 3D Human Pose Estimation: A Benchmark and Learning from Noisy Input	Dec 11, 2023	3D Human Pose EstimationData Augmentation	—Unverified	0
LiCamPose: Combining Multi-View LiDAR and RGB Cameras for Robust Single-frame 3D Human Pose Estimation	Dec 11, 2023	3D Human Pose EstimationDomain Adaptation	—Unverified	0
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation	Dec 11, 2023	3D Human Pose EstimationMonocular 3D Human Pose Estimation	CodeCode Available	0
Multi-View Person Matching and 3D Pose Estimation with Arbitrary Uncalibrated Camera Networks	Dec 4, 2023	3D Human Pose Estimation3D Pose Estimation	—Unverified	0
Hulk: A Universal Knowledge Translator for Human-Centric Tasks	Dec 4, 2023	3D Human Pose EstimationAction Recognition	CodeCode Available	2
Learning Unorthogonalized Matrices for Rotation Estimation	Dec 1, 2023	3D Human Pose EstimationPose Estimation	—Unverified	0
W-HMR: Monocular Human Mesh Recovery in World Space with Weak-Supervised Calibration	Nov 29, 2023	3D Human Pose EstimationCamera Calibration	CodeCode Available	1
UniHPE: Towards Unified Human Pose Estimation via Contrastive Learning	Nov 24, 2023	2D Human Pose Estimation3D Human Pose Estimation	—Unverified	0
RSB-Pose: Robust Short-Baseline Binocular 3D Human Pose Estimation with Occlusion Handling	Nov 24, 2023	3D Human Pose Estimation3D Reconstruction	—Unverified	0

Show:10 25 50

← PrevPage 5 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