Abstract:
Recently a growing number of investigations is dealing with the characterization and partitioning of urban agglomerations into urban structure types (USTs) based on remot...Show MoreMetadata
Abstract:
Recently a growing number of investigations is dealing with the characterization and partitioning of urban agglomerations into urban structure types (USTs) based on remote sensing data. Since the USTs of interest are usually chosen with respect to the research question, application and type of urban agglomeration there is a need for a flexible and adaptable approach for automatic UST classification. In this study we identify the commonalities of published approaches and derive requirements and tasks to deal with in UST classification. Based on this, we focus on the development of a UST classification system that is highly automated, flexible and adaptable to enable a wide applicability.
Date of Conference: 25-30 July 2010
Date Added to IEEE Xplore: 03 December 2010
ISBN Information:
ISSN Information:
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Urban Structure Types ,
- Urban Agglomeration ,
- Spatial Features ,
- Digital Elevation Model ,
- 10-fold Cross-validation ,
- Road Network ,
- Aerial Images ,
- Basic Types ,
- Object Properties ,
- Spatial Properties ,
- Urban Class ,
- Spectrum Of Values ,
- Auxiliary Data ,
- Feature Selection Process ,
- City Block ,
- Object Placement ,
- Maximum Likelihood Classifier ,
- Feature Database ,
- Height Standard Deviation ,
- Amount Of Objects ,
- Pairwise Classification ,
- Vegetation Fraction ,
- Spectral Unmixing ,
- Image Segmentation ,
- Land Cover Classes ,
- Feature Space
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Urban Structure Types ,
- Urban Agglomeration ,
- Spatial Features ,
- Digital Elevation Model ,
- 10-fold Cross-validation ,
- Road Network ,
- Aerial Images ,
- Basic Types ,
- Object Properties ,
- Spatial Properties ,
- Urban Class ,
- Spectrum Of Values ,
- Auxiliary Data ,
- Feature Selection Process ,
- City Block ,
- Object Placement ,
- Maximum Likelihood Classifier ,
- Feature Database ,
- Height Standard Deviation ,
- Amount Of Objects ,
- Pairwise Classification ,
- Vegetation Fraction ,
- Spectral Unmixing ,
- Image Segmentation ,
- Land Cover Classes ,
- Feature Space
- Author Keywords