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Weakly-supervised 3D Human Pose Estimation

1 Image, 2*2 Stitchi › Pose Estimation › 3D Human Pose Estimation › Weakly-supervised 3D Human Pose Estimation 35 평가 기록 2 datasets

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

논문

Self-Supervised Learning of 3D Human Pose using Multi-view Geometry

1903.02330 2019-03-06 이 페이지의 평가 4건

Average MPJPE (mm): 60.56

A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation

2403.11310 2024-03-17 이 페이지의 평가 2건

Average MPJPE (mm): 44.1Number of Views: 1Number of Frames Per View: 273D Annotations: S1

Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild

2003.07581 2020-03-17 이 페이지의 평가 2건

Average MPJPE (mm): 59.7

3D human pose estimation in video with temporal convolutions and semi-supervised training

1811.11742 2018-11-28 이 페이지의 평가 1건

Average MPJPE (mm): 64.7Number of Views: 13D Annotations: S1

AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation

2112.11593 2021-12-22 이 페이지의 평가 1건

Average MPJPE (mm): 42.5Number of Views: 1Number of Frames Per View: 273D Annotations: S1

CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild

2011.14679 2020-11-30 이 페이지의 평가 1건

Average MPJPE (mm): 74.3Number of Views: 1Number of Frames Per View: 13D Annotations: No

Cascaded deep monocular 3D human pose estimation with evolutionary training data

2006.07778 2020-06-14 이 페이지의 평가 1건

Average MPJPE (mm): 62.9Number of Views: 1Number of Frames Per View: 13D Annotations: S1

Distill Knowledge from NRSfM for Weakly Supervised 3D Pose Learning

1908.06377 2019-08-18 이 페이지의 평가 1건

Average MPJPE (mm): 83.03D Annotations: No

Harvesting Multiple Views for Marker-less 3D Human Pose Annotations

1704.04793 2017-04-16 이 페이지의 평가 1건

Average MPJPE (mm): 118.43D Annotations: No

Heuristic Weakly Supervised 3D Human Pose Estimation

2105.10996 2021-05-23 이 페이지의 평가 1건

Average MPJPE (mm): 104.1PA-MPJPE: 50.4

Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image

1701.00295 2017-01-01 이 페이지의 평가 1건

Average MPJPE (mm): 88.4Number of Views: 1Number of Frames Per View: 13D Annotations: No

MetaPose: Fast 3D Pose from Multiple Views without 3D Supervision

2108.04869 2021-08-10 이 페이지의 평가 1건

Average MPJPE (mm): 56

Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation

2204.01971 2022-04-05 이 페이지의 평가 1건

Average MPJPE (mm): 57.6PA-MPJPE: 48.2

On Boosting Single-Frame 3D Human Pose Estimation via Monocular Videos

2019-10-01 이 페이지의 평가 1건

Average MPJPE (mm): 88.8Number of Views: 13D Annotations: S1

On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation

2203.15865 2022-03-29 이 페이지의 평가 1건

Average MPJPE (mm): 64.7PA-MPJPE: 52.1

PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation

2105.02465 2021-05-06 이 페이지의 평가 1건

Number of Frames Per View: 13D Annotations: S1

RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation

1902.09868 2019-02-26 이 페이지의 평가 1건

Average MPJPE (mm): 89.9Number of Views: 1Number of Frames Per View: 13D Annotations: No

Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis

2004.04400 2020-04-09 이 페이지의 평가 1건

Average MPJPE (mm): 50.8

Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry

2108.07777 2021-08-17 이 페이지의 평가 1건

Average MPJPE (mm): 62.0Number of Views: 1Number of Frames Per View: 13D Annotations: No

Self-supervised Learning of Motion Capture

1712.01337 2017-12-04 이 페이지의 평가 1건

Average MPJPE (mm): 98.4

TexturePose: Supervising Human Mesh Estimation with Texture Consistency

1910.11322 2019-10-24 이 페이지의 평가 1건

Average MPJPE (mm): 110.73D Annotations: S1

TriPose: A Weakly-Supervised 3D Human Pose Estimation via Triangulation from Video

2105.06599 2021-05-14 이 페이지의 평가 1건

Average MPJPE (mm): 62.9Number of Views: 1Number of Frames Per View: 273D Annotations: No

Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation

2203.15293 2022-03-29 이 페이지의 평가 1건

Average MPJPE (mm): 59.4PA-MPJPE: 49.6

Unsupervised 3D Pose Estimation for Hierarchical Dance Video Recognition

2109.09166 2021-09-19 이 페이지의 평가 1건

Average MPJPE (mm): 47.3

Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation

1804.01110 2018-04-03 이 페이지의 평가 1건

Average MPJPE (mm): 131.73D Annotations: S1