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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

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Showing 376–379 of 379 papers

TitleStatusHype
Look at the Driver, Look at the Road: No Distraction! No Accident!—0
Supervised Descent Method for Solving Nonlinear Least Squares Problems in Computer Vision—0
A Novel Illumination-Invariant Loss for Monocular 3D Pose Estimation—0
A Joint Model for 2D and 3D Pose Estimation from a Single Image—0
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All datasetsHuman3.6MGoogle-ARGoogle-YogaCarFusionHARPERK2HPD

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Liftformer (n=27 CPN)Average MPJPE (mm)48.6—Unverified
2Liftformer (n=81 CPN)Average MPJPE (mm)46—Unverified
3Liftformer (n=243 CPN)Average MPJPE (mm)44.8—Unverified
4TesseTrackAverage MPJPE (mm)18.7—Unverified
#ModelMetricClaimedVerifiedStatus
1OpenPose (body only)[email protected]87.8—Unverified
2BlazePose Full[email protected]84.1—Unverified
3BlazePose Lite[email protected]79.6—Unverified
#ModelMetricClaimedVerifiedStatus
1BlazePose Full[email protected]84.5—Unverified
2OpenPose (body only)[email protected]83.4—Unverified
3BlazePose Lite[email protected]77.6—Unverified
#ModelMetricClaimedVerifiedStatus
1Occlusion-NET3DPCK93.2—Unverified
#ModelMetricClaimedVerifiedStatus
1HRNet + DepthAverage MPJPE (mm)151—Unverified
#ModelMetricClaimedVerifiedStatus
1A2JFPS93.78—Unverified