OpenCodePapers
unsupervised-3d-human-pose-estimation-on
3D Reconstruction
Unsupervised 3D Human Pose Estimation
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ModelName
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ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses
✓ Link
64.0
36.7
ElePose
2021-12-14
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior
✓ Link
64.7
40.1
CHOMP
2022-07-12
Unsupervised 3D Pose Estimation for Hierarchical Dance Video Recognition
✓ Link
82.1
HDVR
2021-09-19
Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation
✓ Link
85.3
59.8
ITES-TS
2020-12-17
Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation
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95.9
96.8
90.4
Mask as Supervision
2023-12-12
Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation
97.8
86.2
Non-Local Latent Relation Distillation
2022-04-05
SVMAC: Unsupervised 3D Human Pose Estimation from a Single Image with Single-view-multi-angle Consistency
98.3
SVMAC
2021-06-10
Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis
99.2
PGNIS
2020-04-09
Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation
103.2
88.9
Uncertainty-Aware Adaptation
2022-03-29
CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation
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32.7
CLIFF (HR-W48)
2022-08-01
LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose Estimation
33.8
61.6
LInKs
2023-09-13
Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation
89.4
Kinematic-Structure-Preserved Representation
2020-06-24