USGS · 70016191
Spatial resolution requirements for automated cartographic road extraction
Abstract
Ground resolution requirements for detection and extraction of road locations in a digitized large-scale photographic database were investigated. A color infrared photograph of Sunnyvale, California was scanned, registered to a map grid, and spatially degraded to 1- to 5-metre resolution pixels. Road locations in each data set were extracted using a combination of image processing and CAD programs. These locations were compared to a photointerpretation of road locations to determine a preferred pixel size for the extraction method. Based on road pixel omission error computations, a 3-metre pixel resolution appears to be the best choice for this extraction method. -Authors
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S. Benjamin, L. Gaydos. 1990. Spatial resolution requirements for automated cartographic road extraction. https://pubs.usgs.gov/publication/70016191
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