Monocular 3D Human Pose Estimation

MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network

2310.16288 2023-10-25 이 페이지의 평가 4건

Average MPJPE (mm): 38.4Use Video Sequence: YesFrames Needed: 243Need Ground Truth 2D Pose: No

MotionBERT: A Unified Perspective on Learning Human Motion Representations

2210.06551 2022-10-12 이 페이지의 평가 2건

Average MPJPE (mm): 37.5Use Video Sequence: YesFrames Needed: 243Need Ground Truth 2D Pose: No

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): 46.8Use Video Sequence: YesFrames Needed: 243Need Ground Truth 2D Pose: No

3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training

2004.11822 2020-04-07 이 페이지의 평가 1건

Average MPJPE (mm): 40.1Use Video Sequence: YesFrames Needed: 128Need Ground Truth 2D Pose: No

3D Human Pose Estimation with Spatial and Temporal Transformers

2103.10455 2021-03-18 이 페이지의 평가 1건

Average MPJPE (mm): 44.3Frames Needed: 812D detector: CPN

Anatomy-aware 3D Human Pose Estimation with Bone-based Pose Decomposition

2002.10322 2020-02-24 이 페이지의 평가 1건

Average MPJPE (mm): 44.1Use Video Sequence: YesFrames Needed: 243Need Ground Truth 2D Pose: No

Attention Mechanism Exploits Temporal Contexts: Real-Time 3D Human Pose Reconstruction

2020-06-01 이 페이지의 평가 1건

Average MPJPE (mm): 45.1Use Video Sequence: YesFrames Needed: 243Need Ground Truth 2D Pose: No

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

2006.07778 2020-06-14 이 페이지의 평가 1건

Average MPJPE (mm): 50.9Use Video Sequence: NoFrames Needed: 1Need Ground Truth 2D Pose: No

Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation

2303.11579 2023-03-21 이 페이지의 평가 1건

Average MPJPE (mm): 39.5Use Video Sequence: YesFrames Needed: 243Need Ground Truth 2D Pose: No

Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal Denoiser

2403.04444 2024-03-07 이 페이지의 평가 1건

Average MPJPE (mm): 39.7Use Video Sequence: YesFrames Needed: 243Need Ground Truth 2D Pose: No

Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network

1904.05547 2019-04-11 이 페이지의 평가 1건

Average MPJPE (mm): 52.7Use Video Sequence: NoFrames Needed: 1Need Ground Truth 2D Pose: No

GenHMR: Generative Human Mesh Recovery

2412.14444 2024-12-19 이 페이지의 평가 1건

Average MPJPE (mm): 41.2PA-MPJPE: 29.8

HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation

1910.12032 2019-10-26 이 페이지의 평가 1건

Average MPJPE (mm): 39.9Frames Needed: 1PA-MPJPE: 27.9

Improving Robustness and Accuracy via Relative Information Encoding in 3D Human Pose Estimation

2107.13994 2021-07-29 이 페이지의 평가 1건

Average MPJPE (mm): 44.3Use Video Sequence: YesFrames Needed: 243Need Ground Truth 2D Pose: No

KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose Estimation

2404.00658 2024-03-31 이 페이지의 평가 1건

Average MPJPE (mm): 40.1Use Video Sequence: YesFrames Needed: 243Need Ground Truth 2D Pose: No

Learning 3D Human Pose from Structure and Motion

1711.09250 2017-11-25 이 페이지의 평가 1건

Average MPJPE (mm): 52.1Use Video Sequence: YesFrames Needed: 20Need Ground Truth 2D Pose: No

MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video

2203.00859 2022-03-02 이 페이지의 평가 1건

Average MPJPE (mm): 39.8Use Video Sequence: YesFrames Needed: 243Need Ground Truth 2D Pose: No

Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking

1904.01324 2019-04-02 이 페이지의 평가 1건

Average MPJPE (mm): 58.0Use Video Sequence: NoFrames Needed: 1Need Ground Truth 2D Pose: No

Monocular Total Capture: Posing Face, Body, and Hands in the Wild

1812.01598 2018-12-04 이 페이지의 평가 1건

Average MPJPE (mm): 58.3Use Video Sequence: NOFrames Needed: 1Need Ground Truth 2D Pose: No

P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation

2203.07628 2022-03-15 이 페이지의 평가 1건

Average MPJPE (mm): 42.1Use Video Sequence: YesFrames Needed: 243Need Ground Truth 2D Pose: No

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

2105.02465 2021-05-06 이 페이지의 평가 1건

Average MPJPE (mm): 50.2PA-MPJPE: 39.1

Predicting Camera Viewpoint Improves Cross-dataset Generalization for 3D Human Pose Estimation

2004.03143 2020-04-07 이 페이지의 평가 1건

Average MPJPE (mm): 52.0Use Video Sequence: NoFrames Needed: 1Need Ground Truth 2D Pose: No

Sampling is Matter: Point-guided 3D Human Mesh Reconstruction

2304.09502 2023-04-19 이 페이지의 평가 1건

Average MPJPE (mm): 48.3PA-MPJPE: 32.9

Semantic Graph Convolutional Networks for 3D Human Pose Regression

1904.03345 2019-04-06 이 페이지의 평가 1건

Average MPJPE (mm): 57.6Use Video Sequence: NoFrames Needed: 1Need Ground Truth 2D Pose: No

SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach

2007.09389 2020-07-18 이 페이지의 평가 1건

Average MPJPE (mm): 49.9Use Video Sequence: NoFrames Needed: 1Need Ground Truth 2D Pose: No

Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation

1908.08289 2019-08-22 이 페이지의 평가 1건

Average MPJPE (mm): 46.6Use Video Sequence: YesFrames Needed: 50Need Ground Truth 2D Pose: No

Monocular 3D Human Pose Estimation

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