Label efficient learning of 3D point cloud recognition

• 主要作者: Xiao, Aoran
• 其他作者: Lu Shijian
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2023
• 主題: 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
• 在線閱讀: https://hdl.handle.net/10356/172480

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...