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 626–650 of 665 papers

Title	Date	Tasks	Status	Hype
Deep Multitask Architecture for Integrated 2D and 3D Human Sensing	Jan 31, 2017	3D Human Pose Estimation	—Unverified	0
A Multi-view RGB-D Approach for Human Pose Estimation in Operating Rooms	Jan 25, 2017	3D Human Pose EstimationMulti-view 3D Human Pose Estimation	CodeCode Available	0
Unite the People: Closing the Loop Between 3D and 2D Human Representations	Jan 10, 2017	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	0
Learning from Synthetic Humans	Jan 5, 2017	2D Human Pose Estimation3D Human Pose Estimation	CodeCode Available	0
Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image	Jan 1, 2017	3D Human Pose Estimation3D Pose Estimation	CodeCode Available	0
3D Human Pose Estimation = 2D Pose Estimation + Matching	Dec 20, 2016	2D Pose Estimation3D Human Pose Estimation	—Unverified	0
Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision	Nov 29, 2016	3D Human Pose EstimationDiversity	—Unverified	0
3D Human Pose Estimation from a Single Image via Distance Matrix Regression	Nov 28, 2016	3D Human Pose EstimationPose Estimation	—Unverified	0
Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose	Nov 23, 2016	3D Human Pose EstimationPose Estimation	CodeCode Available	1
Learning to Fuse 2D and 3D Image Cues for Monocular Body Pose Estimation	Nov 17, 2016	3D Human Pose EstimationMonocular 3D Human Pose Estimation	CodeCode Available	0
Deep Kinematic Pose Regression	Sep 17, 2016	3D Human Pose EstimationObject	—Unverified	0
Human Pose Estimation in Space and Time using 3D CNN	Aug 31, 2016	3D Human Pose EstimationPose Estimation	—Unverified	0
3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information	Aug 10, 2016	2D Human Pose Estimation2D Pose Estimation	—Unverified	0
Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image	Jul 27, 2016	3D Human Pose Estimation	CodeCode Available	1
MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild	Jul 7, 2016	3D Human Pose Estimation3D Pose Estimation	—Unverified	0
Structured Prediction of 3D Human Pose with Deep Neural Networks	May 17, 2016	3D Human Pose Estimation3D Pose Estimation	—Unverified	0
Fusing Audio, Textual and Visual Features for Sentiment Analysis of News Videos	Apr 9, 2016	3D Human Pose EstimationEmotion Recognition	—Unverified	0
Towards Viewpoint Invariant 3D Human Pose Estimation	Mar 23, 2016	3D Human Pose EstimationMulti-Task Learning	CodeCode Available	0
Convolutional Pose Machines	Jan 30, 2016	3D Human Pose EstimationCar Pose Estimation	CodeCode Available	0
Understanding Human-Centric Images: From Geometry to Fashion	Dec 14, 2015	3D Human Pose EstimationPose Estimation	—Unverified	0
Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video	Nov 30, 2015	2D Pose Estimation3D Human Pose Estimation	CodeCode Available	0
Direct Prediction of 3D Body Poses from Motion Compensated Sequences	Nov 20, 2015	3D Human Pose EstimationPose Estimation	—Unverified	0
A Dual-Source Approach for 3D Pose Estimation from a Single Image	Sep 22, 2015	2D Pose Estimation3D Human Pose Estimation	—Unverified	0
Sparse Representation for 3D Shape Estimation: A Convex Relaxation Approach	Sep 14, 2015	3D Human Pose Estimation	—Unverified	0
Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation	Aug 27, 2015	3D Human Pose EstimationPose Estimation	—Unverified	0

Show:10 25 50

← PrevPage 26 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