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3D Pose Estimation

Image credit: GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision , ECCV'20

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 376–379 of 379 papers

Title	Date	Tasks	Status	Hype
MVOR: A Multi-view RGB-D Operating Room Dataset for 2D and 3D Human Pose Estimation	Aug 24, 2018	3D Human Pose Estimation3D Pose Estimation	CodeCode Available	0
Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks	Oct 1, 2019	3D Hand Pose Estimation3D Human Pose Estimation	CodeCode Available	0
AlignNet-3D: Fast Point Cloud Registration of Partially Observed Objects	Oct 10, 2019	3D Pose EstimationMotion Estimation	CodeCode Available	0
Neural Scene Decomposition for Multi-Person Motion Capture	Mar 13, 2019	3D geometry3D Pose Estimation	CodeCode Available	0

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All datasets Human3.6M Google-AR Google-Yoga CarFusion HARPER K2HPD

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Liftformer (n=27 CPN)	Average MPJPE (mm)	48.6	—	Unverified
2	Liftformer (n=81 CPN)	Average MPJPE (mm)	46	—	Unverified
3	Liftformer (n=243 CPN)	Average MPJPE (mm)	44.8	—	Unverified
4	TesseTrack	Average MPJPE (mm)	18.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	OpenPose (body only)	PCK@0.2	87.8	—	Unverified
2	BlazePose Full	PCK@0.2	84.1	—	Unverified
3	BlazePose Lite	PCK@0.2	79.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BlazePose Full	PCK@0.2	84.5	—	Unverified
2	OpenPose (body only)	PCK@0.2	83.4	—	Unverified
3	BlazePose Lite	PCK@0.2	77.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Occlusion-NET	3DPCK	93.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HRNet + Depth	Average MPJPE (mm)	151	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	A2J	FPS	93.78	—	Unverified