OpenCodePapers

unsupervised-3d-human-pose-estimation-on-human36m

3D ReconstructionUnsupervised 3D Human Pose Estimation
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PaperCodeMPJPEPA-MPJPEN-MPJPEP-MPJPEModelNameReleaseDate
ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses✓ Link64.036.7ElePose2021-12-14
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior✓ Link64.740.1CHOMP2022-07-12
Unsupervised 3D Pose Estimation for Hierarchical Dance Video Recognition✓ Link82.1HDVR2021-09-19
Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation✓ Link85.359.8ITES-TS2020-12-17
Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation✓ Link95.996.890.4Mask as Supervision2023-12-12
Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation97.886.2Non-Local Latent Relation Distillation2022-04-05
SVMAC: Unsupervised 3D Human Pose Estimation from a Single Image with Single-view-multi-angle Consistency98.3SVMAC2021-06-10
Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis99.2PGNIS2020-04-09
Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation103.288.9Uncertainty-Aware Adaptation2022-03-29
CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation✓ Link32.7CLIFF (HR-W48)2022-08-01
LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose Estimation33.861.6LInKs2023-09-13
Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation89.4Kinematic-Structure-Preserved Representation2020-06-24
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