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  • 标题:SPATIAL ACCURACY ASSESSMENT OF OBJECT BOUNDARIES FOR OBJECT-BASED IMAGE ANALYSIS
  • 本地全文:下载
  • 作者:F. Albrecht ; S. Lang ; D. Hölbling
  • 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:2010
  • 卷号:XXXVIII - 4/C7
  • 出版社:Copernicus Publications
  • 摘要:Before an object-based image classification can be used, one has to evaluate if it qualifies for its designated purpose, because uncertainty occurs in the complex process of object-based image analysis (OBIA). The range of potential OBIA applications produces objects of a variety of conceptualisations that require a flexible validation concept based on the notion of usefulness for an intended purpose. Objects of a relatively simple notion can be judged into 'right' or 'wrong', but validation concepts need to be extended to a spatial accuracy assessment of the objects' boundaries. This paper applied an approach of object comparison, Object Fate Analysis (OFA), for investigating the deviation between boundaries of an OBIA land use/land cover classification and a reference dataset fused from multiple image interpretations. With OFA different error band widths were analysed to determine the amount of deviation of the boundaries. Of the OBIA derived objects 75% extruded less than 6.5 m over the boundary of their corresponding reference object
  • 关键词:Uncertainty; object-based accuracy assessment; object fate; object validity
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