Comparison of Quality Measures for Building Outline Extraction

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>

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

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

DE - Earth magnetism, geodesy, geography

OECD FORD branch

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Project

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Continuities

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2016

Confidentiality

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

Name of the periodical

Photogrammetric Record

ISSN

0031-868X

e-ISSN

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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

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