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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 31–40 of 50 papers

Title	Date	Tasks	Status	Hype
Learning to Regress Bodies from Images using Differentiable Semantic Rendering	Oct 7, 2021	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	1
EventHPE: Event-based 3D Human Pose and Shape Estimation	Aug 15, 2021	3D human pose and shape estimationOptical Flow Estimation	CodeCode Available	1
Revitalizing Optimization for 3D Human Pose and Shape Estimation: A Sparse Constrained Formulation	May 28, 2021	3D human pose and shape estimationAvg	—Unverified	0
PARE: Part Attention Regressor for 3D Human Body Estimation	Apr 17, 2021	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	1
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop	Mar 30, 2021	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	1
Self-Attentive 3D Human Pose and Shape Estimation from Videos	Mar 26, 2021	3D human pose and shape estimation3D Human Pose Estimation	—Unverified	0
3D Human Pose, Shape and Texture from Low-Resolution Images and Videos	Mar 11, 2021	3D human pose and shape estimationContrastive Learning	CodeCode Available	1
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
HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation	Nov 30, 2020	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	2
Consistency-Aware Graph Network for Human Interaction Understanding	Nov 20, 2020	3D human pose and shape estimation	CodeCode Available	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