Next Article in Journal
Identification of Mangrove Areas by Remote Sensing: The ROC Curve Technique Applied to the Northwestern Mexico Coastal Zone Using Landsat Imagery
Next Article in Special Issue
An Object-Based Classification Approach for Mapping Migrant Housing in the Mega-Urban Area of the Pearl River Delta (China)
Previous Article in Journal / Special Issue
Urban Heat Island Analysis Using the Landsat TM Data and ASTER Data: A Case Study in Hong Kong
Remote Sens. 2011, 3(8), 1553-1567; doi:10.3390/rs3081553
Article

Extracting Buildings from True Color Stereo Aerial Images Using a Decision Making Strategy

1,*  and 2
Received: 20 May 2011; in revised form: 11 July 2011 / Accepted: 11 July 2011 / Published: 25 July 2011
(This article belongs to the Special Issue Urban Remote Sensing)
Download PDF [610 KB, uploaded 19 June 2014]
Abstract: The automatic extraction of buildings from true color stereo aerial imagery in a dense built-up area is the main focus of this paper. Our approach strategy aimed at reducing the complexity of the image content by means of a three-step procedure combining reliable geospatial image analysis techniques. Even if it is a rudimentary first step towards a more general approach, the method presented proved useful in urban sprawl studies for rapid map production in flat area by retrieving indispensable information on buildings from scanned historic aerial photography. After the preliminary creation of a photogrammetric model to manage Digital Surface Model and orthophotos, five intermediate mask-layers data (Elevation, Slope, Vegetation, Shadow, Canny, Shadow, Edges) were processed through the combined use of remote sensing image processing and GIS software environments. Lastly, a rectangular building block model without roof structures (Level of Detail, LoD1) was automatically generated. System performance was evaluated with objective criteria, showing good results in a complex urban area featuring various types of building objects.
Keywords: building extraction; decision making strategy; photogrammetry/RS/GIS; true color aerial imagery building extraction; decision making strategy; photogrammetry/RS/GIS; true color aerial imagery
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.

Export to BibTeX |
EndNote


MDPI and ACS Style

Tarantino, E.; Figorito, B. Extracting Buildings from True Color Stereo Aerial Images Using a Decision Making Strategy. Remote Sens. 2011, 3, 1553-1567.

AMA Style

Tarantino E, Figorito B. Extracting Buildings from True Color Stereo Aerial Images Using a Decision Making Strategy. Remote Sensing. 2011; 3(8):1553-1567.

Chicago/Turabian Style

Tarantino, Eufemia; Figorito, Benedetto. 2011. "Extracting Buildings from True Color Stereo Aerial Images Using a Decision Making Strategy." Remote Sens. 3, no. 8: 1553-1567.


Remote Sens. EISSN 2072-4292 Published by MDPI AG, Basel, Switzerland RSS E-Mail Table of Contents Alert