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Algorithms 2016, 9(4), 67; doi:10.3390/a9040067

Comparison of Different Algorithms to Orthorectify WorldView-2 Satellite Imagery

Department of Sciences and Technologies, University of Naples “Parthenope”, Centro Direzionale Isola C4, Naples 80143, Italy
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Academic Editor: Pierre Leone
Received: 27 June 2016 / Revised: 27 September 2016 / Accepted: 30 September 2016 / Published: 11 October 2016
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Abstract

Due to their level of spatial detail (pixel dimensions equal to or less than 1 m), very high-resolution satellite images (VHRSIs) need particular georeferencing and geometric corrections which require careful orthorectification. Although there are several dedicated algorithms, mainly commercial and free software for geographic information system (GIS) and remote sensing applications, the quality of the results may be inadequate in terms of the representation scale for which these images are intended. This paper compares the most common orthorectification algorithms in order to define the best approach for VHRSIs. Both empirical models (such as 2D polynomial functions, PFs; or 3D rational polynomial functions, RPFs) and rigorous physical and deterministic models (such as Toutin) are considered. Ground control points (GCPs) and check points (CPs)—whose positions in the image as, well as in the real world, are known—support algorithm applications. Tests were executed on a WorldView-2 (WV-2) panchromatic image of an area near the Gulf of Naples in Campania (Italy) to establish the best-performing algorithm. Combining 3D RPFs with 2D PFs produced the best results. View Full-Text
Keywords: orthorectification algorithms; polynomial functions; rational polynomial functions; Toutin rigorous model; WorldView-2 satellite imagery; digital elevation model orthorectification algorithms; polynomial functions; rational polynomial functions; Toutin rigorous model; WorldView-2 satellite imagery; digital elevation model
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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. (CC BY 4.0).

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MDPI and ACS Style

Belfiore, O.R.; Parente, C. Comparison of Different Algorithms to Orthorectify WorldView-2 Satellite Imagery. Algorithms 2016, 9, 67.

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