Towards Vulnerability Mapping on High Resolution Aerial Images: Roof Detection, GIS, and Machine Learning Techniques

• المؤلفون الرئيسيون: Bardeloza, D K, Libatique, Nathaniel Joseph C, Tangonan, Gregory L, Vicente, M C T, Honrado, J
• التنسيق: text
• منشور في: Archīum Ateneo 2019
• الموضوعات: Sociology; Statistics; Image segmentation; Buildings; Satellites; Spatial resolution; Estimation; Electrical and Computer Engineering
• الوصول للمادة أونلاين: https://archium.ateneo.edu/ecce-faculty-pubs/25; https://ieeexplore.ieee.org/abstract/document/9033030

Determining disaster-critical areas are essential when it comes to disaster risk reduction and response. One tool that can assist in this effort is vulnerability mapping. This study explores roof detection and segmentation using machine learning and geospatial information systems techniques in which...