Right-Angle Rooftop Polygon Extraction in Regularised Urban Areas: Cutting the Corners

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Abstract:

Abstract

Rapid urban development is achieved in some areas by the application of industrialized construction techniques. This approach creates extensive ‘‘regularised’’ urban areas, which are governed by a small set of building models. This paper describes a scheme for building rooftop extraction from aerial and high resolution satellite imagery that makes use of the characteristics of regularised urban areas. As the scheme is based on a bottom-up approach, emphasis is put on reducing the number of low-level features that should be considered during the polygon rooftop extraction. This is achieved with a set of geometric rules, which are defined based on the geometry of the building model. Experiments with real-world imagery show that this basis provides efficient filtering of the right-angle corners, thus improving the overall extraction performance.

Keywords: Hough transform; building extraction; corner detection; cross-ratio invariance; right-angle graph

Document Type: Research Article

DOI: http://dx.doi.org/10.1111/j.0031-868X.2004.00289.x

Affiliations: ( ) Technion—Israel Institute of Technology, Haifa, Email: doytsher@tx.technion.ac.il

Publication date: December 1, 2004

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