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Weakly-supervised 3D Human Pose Estimation

This task targets at 3D Human Pose Estimation with fewer 3D annotation.

Papers

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Showing 1–25 of 29 papers

TitleStatusHype
A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose EstimationCode1
Unsupervised 3D Pose Estimation for Hierarchical Dance Video RecognitionCode1
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the WildCode1
Cascaded deep monocular 3D human pose estimation with evolutionary training dataCode1
AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion GenerationCode1
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose EstimationCode1
3D human pose estimation in video with temporal convolutions and semi-supervised trainingCode1
Heuristic Weakly Supervised 3D Human Pose EstimationCode0
Lifting from the Deep: Convolutional 3D Pose Estimation from a Single ImageCode0
MetaPose: Fast 3D Pose from Multiple Views without 3D SupervisionCode0
End-to-end Recovery of Human Shape and PoseCode0
RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose EstimationCode0
Self-Supervised 3D Human Pose Estimation with Multiple-View GeometryCode0
Self-Supervised Learning of 3D Human Pose using Multi-view GeometryCode0
Self-supervised Learning of Motion CaptureCode0
TexturePose: Supervising Human Mesh Estimation with Texture ConsistencyCode0
Automatic Labeling of Parkinson’s Disease Gait Videos with Weak SupervisionCode0
Unsupervised Geometry-Aware Representation for 3D Human Pose EstimationCode0
Weakly-supervised 3D Human Pose Estimation with Cross-view U-shaped Graph Convolutional Network—0
Distill Knowledge from NRSfM for Weakly Supervised 3D Pose Learning—0
Error Bounds of Projection Models in Weakly Supervised 3D Human Pose Estimation—0
Harvesting Multiple Views for Marker-less 3D Human Pose Annotations—0
Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation—0
On Boosting Single-Frame 3D Human Pose Estimation via Monocular Videos—0
On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation—0
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