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

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Showing 381–390 of 665 papers

Title	Date	Tasks	Status
3D Human Pose Perception from Egocentric Stereo Videos	Dec 30, 2023	3D Human Pose Estimation3D Scene Reconstruction	—Unverified
3D Human Reconstruction in the Wild with Synthetic Data Using Generative Models	Mar 17, 2024	3D human pose and shape estimation3D Human Pose Estimation	—Unverified
3D Pictorial Structures for Multiple Human Pose Estimation	Jun 1, 2014	3D Human Pose Estimation3D Multi-Person Pose Estimation	—Unverified
3D-UGCN: A Unified Graph Convolutional Network for Robust 3D Human Pose Estimation from Monocular RGB Images	Jul 23, 2024	3D Human Pose EstimationPose Estimation	—Unverified
A Bayesian Framework for Sparse Representation-Based 3D Human Pose Estimation	Nov 29, 2014	3D Human Pose EstimationPose Estimation	—Unverified
Acoustic-based 3D Human Pose Estimation Robust to Human Position	Nov 8, 2024	3D Human Pose EstimationPose Estimation	—Unverified
ActionPrompt: Action-Guided 3D Human Pose Estimation With Text and Pose Prompting	Jul 18, 2023	3D Human Pose EstimationPose Estimation	—Unverified
Adaptive Multi-view and Temporal Fusing Transformer for 3D Human Pose Estimation	Oct 11, 2021	3D Human Pose EstimationCamera Calibration	—Unverified
A Dual-Source Approach for 3D Human Pose Estimation from a Single Image	May 8, 2017	2D Pose Estimation3D Human Pose Estimation	—Unverified
A Dual-Source Approach for 3D Pose Estimation from a Single Image	Sep 22, 2015	2D Pose Estimation3D Human Pose Estimation	—Unverified

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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