Expanding the generality of neural fields

• Main Author: Lan, Yushi
• Other Authors: Chen Change Loy
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Computer and Information Science; Computer vision; Computer graphics; Neural 3D fields
• Online Access: https://hdl.handle.net/10356/182229
• Institution: Nanyang Technological University

Neural fields have emerged as a groundbreaking approach to representing 3D shapes, garnering significant attention due to their compatibility with modern deep-learning techniques. Neural fields, which parameterize physical properties of scenes or objects across space and time, have achieved remarkab...