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3D Multi-Person Pose Estimation

1 Image, 2*2 Stitchi › Pose Estimation › 3D Human Pose Estimation › 3D Multi-Person Pose Estimation 119 평가 기록 9 datasets

This task aims to solve root-relative 3D multi-person pose estimation. No human bounding box and root joint coordinate groundtruth are used in testing time.

<span style="color:grey; opacity: 0.6">( Image credit: RootNet )</span>

논문

Multi-View Multi-Person 3D Pose Estimation with Plane Sweep Stereo

2104.02273 2021-04-06 이 페이지의 평가 2건

Average MPJPE (mm): 16.75

QuickPose: Real-time Multi-view Multi-person Pose Estimation in Crowded Scenes

2022-07-22 이 페이지의 평가 2건

Average MPJPE (mm): 29.4

RapidPoseTriangulation: Multi-view Multi-person Whole-body Human Pose Triangulation in a Millisecond

2503.21692 2025-03-27 이 페이지의 평가 2건

Average MPJPE (mm): 30.5

TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking

2021-06-16 이 페이지의 평가 2건

Average MPJPE (mm): 7.3

Body Meshes as Points

2105.02467 2021-05-06 이 페이지의 평가 1건

Average MPJPE (mm): 135.4

Direct Multi-view Multi-person 3D Pose Estimation

2111.04076 2021-11-07 이 페이지의 평가 1건

Average MPJPE (mm): 15.8

Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation

2203.07697 2022-03-15 이 페이지의 평가 1건

Average MPJPE (mm): 53.8

Dynamic Graph Reasoning for Multi-person 3D Pose Estimation

2207.11341 2022-07-22 이 페이지의 평가 1건

Average MPJPE (mm): 57.9

End-to-end Recovery of Human Shape and Pose

1712.06584 2017-12-18 이 페이지의 평가 1건

B-NMVE: 217.0B-NMJE: 226.0B-MVE: 173.6B-MPJPE: 180.5

Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection

2207.10955 2022-07-22 이 페이지의 평가 1건

Average MPJPE (mm): 18.41

Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images

2109.05885 2021-09-13 이 페이지의 평가 1건

Average MPJPE (mm): 15.68

HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation

2008.00206 2020-08-01 이 페이지의 평가 1건

Average MPJPE (mm): 51.6

Instance-aware Contrastive Learning for Occluded Human Mesh Reconstruction

2024-01-01 이 페이지의 평가 1건

Average MPJPE (mm): 126.1

IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation

2208.03431 2022-08-06 이 페이지의 평가 1건

Average MPJPE (mm): 48.4

Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop

1909.12828 2019-09-27 이 페이지의 평가 1건

B-NMVE: 216.3B-NMJE: 223.1B-MVE: 168.7B-MPJPE: 175.1

Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple Views

2004.02688 2020-04-06 이 페이지의 평가 1건

Average MPJPE (mm): 38.59

Lightweight Multi-person Total Motion Capture Using Sparse Multi-view Cameras

2108.10378 2021-08-23 이 페이지의 평가 1건

PCP3D: 98.1

Multi-person 3D Pose Estimation in Crowded Scenes Based on Multi-View Geometry

2007.10986 2020-07-21 이 페이지의 평가 1건

Average MPJPE (mm): 50

Multi-person Physics-based Pose Estimation for Combat Sports

2504.08175 2025-04-11 이 페이지의 평가 1건

PCP3D: 98.6

PARE: Part Attention Regressor for 3D Human Body Estimation

2104.08527 2021-04-17 이 페이지의 평가 1건

B-NMVE: 167.7B-NMJE: 174.0B-MVE: 140.9B-MPJPE: 146.2

Permutation-Invariant Relational Network for Multi-person 3D Pose Estimation

2204.04913 2022-04-11 이 페이지의 평가 1건

Average MPJPE (mm): 49.8

SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation

2008.11469 2020-08-26 이 페이지의 평가 1건

Average MPJPE (mm): 61.8

SPEC: Seeing People in the Wild with an Estimated Camera

2110.00620 2021-10-01 이 페이지의 평가 1건

B-NMVE: 126.8B-NMJE: 133.7B-MVE: 106.5B-MPJPE: 112.3

VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data

2207.09949 2022-07-20 이 페이지의 평가 1건

Average MPJPE (mm): 58.9

VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment

2004.06239 2020-04-13 이 페이지의 평가 1건

Average MPJPE (mm): 17.68

VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the Wild

2108.02452 2021-08-05 이 페이지의 평가 1건

Average MPJPE (mm): 18.49