Efficient building inventory extraction from satellite imagery for megacities

• Main Authors: Lo, Edmond Yat-Man, Lin, En-Kai, Daksiya, Velautham, Shao, Kuo-Shih, Chuang, Yi-Rung, Pan, Tso-Chien
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Civil engineering; Automated Buildings; Building Inventory
• Online Access: https://hdl.handle.net/10356/165615
• Institution: Nanyang Technological University

Accurate building inventories are essential for city planning and disaster risk management. Traditionally generated via census or selected small surveys, these suffer from data quality and/or resolu-tion. High-resolution satellite imagery with object segmentation provides an effective alternative, r...