Building structures detection and information about these buildings in aerial images is an important solution for city planning and management, land use analysis. It can be the center piece to answer important questions such as planning evacuation routes in case of an earthquake, flood management, etc. These applications rely on being able to accurately retrieve up-to-date information. Being able to accurately detect buildings in a bounding box centered on a specific latitude-longitude value can help greatly. The key challenge is to be able to detect buildings which can be commercial, industrial, hut settlements, or skyscrapers. Once we are able to detect such buildings, our goal will be to cluster and categorize similar types of buildings together.
翻译:建筑结构的探测和航空图像中这些建筑物的信息是城市规划和管理、土地使用分析的一个重要解决办法,可以作为回答重要问题的中心内容,如地震后规划疏散路线、洪水管理等。这些应用依靠能够准确检索最新信息。能够精确地探测以特定纬度值为中心捆绑箱中的建筑物可以大有帮助。关键的挑战在于能够探测出可能是商业、工业、棚屋住区或摩天大楼的建筑物。一旦我们能够探测到这些建筑物,我们的目标将是将相似类型的建筑物集中并分类。