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Comparison of Quality Measures for Building Outline Extraction

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11310%2F16%3A10326265" target="_blank" >RIV/00216208:11310/16:10326265 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1111/phor.12144" target="_blank" >http://dx.doi.org/10.1111/phor.12144</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1111/phor.12144" target="_blank" >10.1111/phor.12144</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Comparison of Quality Measures for Building Outline Extraction

  • Original language description

    To date, numerous automatic building detection methods using lidar data have been developed. However, in most cases the parameters used for the evaluation of the results are not specified, accuracy assessment results cannot be readily compared or no result evaluation is performed at all. In this study, accuracy assessment aspects have been analysed in order to find a generally applicable approach for the comparison of building outline extraction methods. An area-based evaluation of accuracy has been selected as the most suitable due to its robustness, predictability and comparability between datasets. This assessment can be further supplemented with both object- and area-based evaluations, procured solely with those buildings that were classified as true positives, in order to interpret the extraction results in more detail. In cases where a reference dataset of superior quality (such as low-altitude aerial imagery) is available, an absolute accuracy evaluation is also relevant.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

  • CEP classification

    DE - Earth magnetism, geodesy, geography

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2016

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Name of the periodical

    Photogrammetric Record

  • ISSN

    0031-868X

  • e-ISSN

  • Volume of the periodical

    31

  • Issue of the periodical within the volume

    154

  • Country of publishing house

    GB - UNITED KINGDOM

  • Number of pages

    17

  • Pages from-to

    193-209

  • UT code for WoS article

    000379368400005

  • EID of the result in the Scopus database