Label efficient learning of 3D point cloud recognition

• Main Author: Xiao, Aoran
• Other Authors: Lu Shijian
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: https://hdl.handle.net/10356/172480
• Institution: Nanyang Technological University

The ability to recognize the three-dimensional (3D) world profoundly impacts our comprehension, visualization, interaction, and re-creation of the physical environment. Point cloud data, renowned for its accurate representation of 3D geometric structures, has gained significant attention in both aca...