Images3D

MuPoTS-3D

Multiperson Pose Test Set in 3DMulti-person Pose estimation Test Set in 3D

Introduced in Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB2017

About this Dataset

MuPoTs-3D (Multi-person Pose estimation Test Set in 3D) is a dataset for pose estimation composed of more than 8,000 frames from 20 real-world scenes with up to three subjects. The poses are annotated with a 14-point skeleton model.

Source: DOPE: Distillation Of Part Experts for whole-body 3D pose estimation in the wild Image Source: http://gvv.mpi-inf.mpg.de/projects/SingleShotMultiPerson/

Source: Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB

Dataset Variants

MuPoTS-3D

Papers1

Single-Shot Multi-person 3D Pose Estimation from Monocular RGB

This work proposes a new single-shot method for multi-person 3D pose estimation in general scenes from a monocular RGB camera which uses novel occlusion-robust pose-maps (ORPM) which enable full body pose inference even under strong partial occlusions by other people and objects in the scene.

Tasks

EDIT

3D Multi-Person Pose Estimation 3D Multi-Person Pose Estimation (root-relative)3D Multi-Person Pose Estimation (absolute)Unsupervised 3D Multi-Person Pose Estimation

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