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 341–350 of 665 papers

Title	Date	Tasks	Status
Holistic++ Scene Understanding: Single-view 3D Holistic Scene Parsing and Human Pose Estimation with Human-Object Interaction and Physical Commonsense	Sep 4, 2019	3D Human Pose EstimationHuman-Object Interaction Detection	—Unverified
HoloPose: Holistic 3D Human Reconstruction In-The-Wild	Jun 1, 2019	3D Human Pose Estimation3D Human Reconstruction	—Unverified
HopFIR: Hop-wise GraphFormer with Intragroup Joint Refinement for 3D Human Pose Estimation	Feb 28, 2023	3D Human Pose EstimationPose Estimation	—Unverified
HSPACE: Synthetic Parametric Humans Animated in Complex Environments	Dec 23, 2021	3D Human Pose EstimationScene Understanding	—Unverified
HUM3DIL: Semi-supervised Multi-modal 3D Human Pose Estimation for Autonomous Driving	Dec 15, 2022	3D Human Pose Estimation3D Pose Estimation	—Unverified
Human3.6m: Large scale datasets and predictive methods for 3D human sensing in natural environments	Dec 12, 2013	3D geometry3D Human Pose Estimation	—Unverified
Human Body Model Fitting by Learned Gradient Descent	Aug 19, 2020	3D Human Pose EstimationAvg	—Unverified
Human Pose Estimation in Monocular Omnidirectional Top-View Images	Apr 17, 2023	2D Human Pose Estimation3D Human Pose Estimation	—Unverified
Human Pose Estimation in Space and Time using 3D CNN	Aug 31, 2016	3D Human Pose EstimationPose Estimation	—Unverified
Hybrid 3D Human Pose Estimation with Monocular Video and Sparse IMUs	Apr 27, 2024	3D Human Pose EstimationPose Estimation	—Unverified

Show:10 25 50

← PrevPage 35 of 67Next →

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