Scaling up parametric human recovery

• 主要作者: Cai, Zhongang
• 其他作者: Liu Ziwei
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Human pose and shape estimation; Human parametric models; Datasets; Foundation models
• 在線閱讀: https://hdl.handle.net/10356/178618
• 機構: Nanyang Technological University

This thesis addresses the fundamental tasks of parametric human recovery (i.e. human pose and shape estimation with parametric human models) from monocular images or videos, a field with wide-ranging applications. The key goal is to develop the first foundation model for human parametric pose and sh...