Advancing 3D scene understanding through discriminative and generative learning approaches

• Main Author: Tang, Zhe Jun
• Other Authors: Cham Tat Jen
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Computer and Information Science; Computer vision
• Online Access: https://hdl.handle.net/10356/182916
• Institution: Nanyang Technological University

This thesis explores the crucial role of Computer Vision in endowing computers with general intelligence, focusing on developing algorithms that enable machines to perceive and understand their three-dimensional surroundings. The research is divided into two parts: discriminative and generative lear...