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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
PointHPS: Cascaded 3D Human Pose and Shape Estimation from Point Clouds	Aug 28, 2023	3D human pose and shape estimation	—Unverified	0
PSVT: End-to-End Multi-person 3D Pose and Shape Estimation with Progressive Video Transformers	Mar 16, 2023	3D human pose and shape estimation3D Human Pose Estimation	—Unverified	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
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
CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation	Aug 1, 2022	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	0
Camera Motion Agnostic 3D Human Pose Estimation	Dec 1, 2021	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	0
Consistency-Aware Graph Network for Human Interaction Understanding	Nov 20, 2020	3D human pose and shape estimation	CodeCode Available	0
Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh Recovery	Nov 25, 2024	3D human pose and shape estimationDiversity	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