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3D human pose and shape estimation

Estimate 3D human pose and shape (e.g. SMPL) from images

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 41–50 of 50 papers

Title	Date	Tasks	Status	Hype
Revitalizing Optimization for 3D Human Pose and Shape Estimation: A Sparse Constrained Formulation	May 28, 2021	3D human pose and shape estimationAvg	—Unverified	0
Self-Attentive 3D Human Pose and Shape Estimation from Videos	Mar 26, 2021	3D human pose and shape estimation3D Human Pose Estimation	—Unverified	0
A novel joint points and silhouette-based method to estimate 3D human pose and shape	Dec 11, 2020	3D human pose and shape estimationPose Estimation	—Unverified	0
Consistency-Aware Graph Network for Human Interaction Understanding	Nov 20, 2020	3D human pose and shape estimation	CodeCode Available	0
Sequential 3D Human Pose and Shape Estimation From Point Clouds	Jun 1, 2020	3D human pose and shape estimation3D Human Shape Estimation	—Unverified	0
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows	Mar 23, 2020	3D human pose and shape estimation3D Human Pose Estimation	—Unverified	0
Learning 3D Human Shape and Pose from Dense Body Parts	Dec 31, 2019	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	0
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction	May 8, 2019	3D geometry3D Hand 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
Coupling Top-down and Bottom-up Methods for 3D Human Pose and Shape Estimation from Monocular Image Sequences	Oct 1, 2014	3D human pose and shape estimation	—Unverified	0

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	SemanticsTTA (HMR2.0)	Average MPJPE (mm)	104.6	—	Unverified
2	MEEV	Average MPJPE (mm)	82.3	—	Unverified