Scaling up parametric human recovery

• Main Author: Cai, Zhongang
• Other Authors: Liu Ziwei
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Human pose and shape estimation; Human parametric models; Datasets; Foundation models
• Online Access: https://hdl.handle.net/10356/178618
• Institution: 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...