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 221–230 of 665 papers

Title	Date	Tasks	Status	Hype
Deep Reinforcement Learning for Active Human Pose Estimation	Jan 7, 2020	3D Human Pose EstimationDeep Reinforcement Learning	CodeCode Available	1
VIBE: Video Inference for Human Body Pose and Shape Estimation	Dec 11, 2019	3D Human Pose Estimation3D Pose Estimation	CodeCode Available	1
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop	Sep 27, 2019	3D Human Pose Estimation3D Human Shape Estimation	CodeCode Available	1
Multi-Garment Net: Learning to Dress 3D People from Images	Aug 19, 2019	3D Human Pose Estimation3D Shape Reconstruction	CodeCode Available	1
Semantic Graph Convolutional Networks for 3D Human Pose Regression	Apr 6, 2019	3D Human Pose EstimationMonocular 3D Human Pose Estimation	CodeCode Available	1
Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking	Apr 2, 2019	3D Human Pose EstimationImage to 3D	CodeCode Available	1
Deep High-Resolution Representation Learning for Human Pose Estimation	Feb 25, 2019	2D Human Pose Estimation2D Pose Estimation	CodeCode Available	1
3D human pose estimation in video with temporal convolutions and semi-supervised training	Nov 28, 2018	3D Human Pose EstimationMonocular 3D Human Pose Estimation	CodeCode Available	1
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition	Jan 23, 2018	3D Human Pose EstimationAction Recognition	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

Show:10 25 50

← PrevPage 23 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