Remote Sens. 2010, 2(5), 1217-1248; doi:10.3390/rs2051217
Article

Automatic Detection of Buildings and Changes in Buildings for Updating of Maps

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Received: 24 February 2010; in revised form: 20 April 2010 / Accepted: 21 April 2010 / Published: 27 April 2010
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Abstract: There is currently high interest in developing automated methods to assist the updating of map databases. This study presents methods for automatic detection of buildings and changes in buildings from airborne laser scanner and digital aerial image data and shows the potential usefulness of the methods with thorough experiments in a 5 km2 suburban study area. 96% of buildings larger than 60 m2 were correctly detected in the building detection. The completeness and correctness of the change detection for buildings larger than 60 m2 were about 85% (including five classes). Most of the errors occurred in small or otherwise problematic buildings.
Keywords: building; change detection; updating; mapping; automation; laser scanning; aerial image
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MDPI and ACS Style

Matikainen, L.; Hyyppä, J.; Ahokas, E.; Markelin, L.; Kaartinen, H. Automatic Detection of Buildings and Changes in Buildings for Updating of Maps. Remote Sens. 2010, 2, 1217-1248.

AMA Style

Matikainen L, Hyyppä J, Ahokas E, Markelin L, Kaartinen H. Automatic Detection of Buildings and Changes in Buildings for Updating of Maps. Remote Sensing. 2010; 2(5):1217-1248.

Chicago/Turabian Style

Matikainen, Leena; Hyyppä, Juha; Ahokas, Eero; Markelin, Lauri; Kaartinen, Harri. 2010. "Automatic Detection of Buildings and Changes in Buildings for Updating of Maps." Remote Sens. 2, no. 5: 1217-1248.

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