3D reconstruction from single images

• Main Author: Ping, Guiju
• Other Authors: Mao Kezhi
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; 3D Reconstruction; Point Cloud
• Online Access: https://hdl.handle.net/10356/174108
• Institution: Nanyang Technological University

3D reconstruction from single images is a fundamental task in computer vision, and it has a wide range of applications, including anime films, robot object interaction, AR, VR and 3D games. Due to the task's complexity and significant information loss from 3D to 2D, traditional methods are inef...