本資料は2021年7月08日に社内共有資料として展開していたものを WEBページ向けにリニューアルした内容になります。
■Contents
Introduction
Problem to Solve
Dataset
VIBE approach
Pretrained Model
Temporal Encoder
Motion Discriminator
Results
■Problem
●Lack of in-the-wild ground-truth 3D
●Previous work combine indoor 3D datasets with videos having
2D ground-truth or pseudo ground-truth keypoint annotations
Indoor 3D are limited in the number of subjects, range of motion and image complexity
Poor amount of video labeled with ground-truth 2D pose
Pseudo-ground-truth 2D labels are not reliable for modeling 3D human motion
※Learning 3D Human Dynamics from Video -
https://arxiv.org/pdf/1812.01601.pdf
■Dataset
●AMASS dataset for 3D motion capture
