BriefGPT.xyz
Nov, 2023
跨视角和跨姿态的人体三维理解
Cross-view and Cross-pose Completion for 3D Human Understanding
HTML
PDF
Matthieu Armando, Salma Galaaoui, Fabien Baradel, Thomas Lucas, Vincent Leroy...
TL;DR
提出了一种基于自监督学习的预训练方法,使用仅图像的人类中心数据对模型进行训练,通过学习关于3D和人体运动的先验知识,在一系列人体相关任务中优于现有的自监督预训练方法,并在模型基于和不基于模型的人体网格重建的精调任务上达到了最先进的性能。
Abstract
Human perception and understanding is a major domain of
computer vision
which, like many other vision subdomains recently, stands to gain from the use of large models pre-trained on large datasets. We hypothesize that the most common
→