3D object recovery and stylization with limited supervision

• Main Author: Zhang, Junzhe
• Other Authors: Chen Change Loy
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; 3D reconstruction; Point cloud completion; 3D toonification; 3D face stylization
• Online Access: https://hdl.handle.net/10356/174068
• Institution: Nanyang Technological University

The acquisition of 3D data is often costly and challenging, leading to a scarcity of reliable 3D ground truth for training deep learning models. This thesis focuses on 3D tasks that involve limited supervision, where access to comprehensive training data is constrained. Specifically, this thesis con...