首页    期刊浏览 2025年06月18日 星期三
登录注册

文章基本信息

  • 标题:Classification of Building Damages Based on Laser Scanning Data
  • 本地全文:下载
  • 作者:M. Rehor
  • 期刊名称:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
  • 印刷版ISSN:2194-9042
  • 电子版ISSN:2194-9050
  • 出版年度:2007
  • 卷号:XXXVI-3/W52
  • 页码:326-331
  • 出版社:Copernicus Publications
  • 摘要:Due to the possibility of acquiring precise height data of large areas rapidly, airborne laser scanning systems are particularly suitable for obtaining information about the damage situation immediately after a disaster in large scale. This paper presents a technique for the detection and classification of damages occurring on buildings in affected areas. It is based on the comparison of pre-event building models composed of planar surfaces with planar surfaces extracted from laser scanning data acquired directly after the disaster. In a first step, segments are created by superposing the pre- and post-event surfaces. Subsequently, for every segment the geometrical characteristics of the corresponding pre- and post-event surface are compared. Finally, the segments are assigned to damage types using a fuzzy logic classification approach. The results achieved for each processing step by applying the method on data containing real building damages are presented and analysed
  • 关键词:Change detection; LIDAR; DEM/DTM; Disaster; Comparison; Segmentation; Fuzzy Logic; Classification
国家哲学社会科学文献中心版权所有