Title :
Segment-based urban block outlining in high-resolution SAR images
Author :
Acqua, Fabio Dell ; Gamba, Paolo ; Odasso, Luca ; Lisini, Gianni
Author_Institution :
Dept. of Electron., Univ. of Pavia, Pavia
Abstract :
While analysing remotely sensed images of urban areas, in many cases an at least approximate knowledge of block partition is useful for specialising operations over areas within which a certain degree of homogeneity can be assumed. Unfortunately, though, this information is not always accessible in a reasonable time or with a reasonable effort, or even in some cases a GIS of the city is not available at all. Automatic extraction of block boundaries becomes thus an interesting means of obtaining such information. City blocks are usually separated by major urban roads; this paper presents a preliminary work on the use of a linear feature extractor, originally developed for road network extraction, as a tool to partition a very high resolution SAR scene acquired over an urban area.
Keywords :
feature extraction; geographic information systems; geophysics computing; image segmentation; remote sensing; roads; synthetic aperture radar; GIS; automatic block boundaries extraction; high resolution SAR scene; linear feature extractor; remotely sensed images; road network extraction; segment-based urban block outlining; urban areas; Extraterrestrial measurements; Face detection; Image segmentation; Large-scale systems; Laser modes; Layout; Mobile robots; Navigation; Remote sensing; Service robots;
Conference_Titel :
Urban Remote Sensing Event, 2009 Joint
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3460-2
Electronic_ISBN :
978-1-4244-3461-9
DOI :
10.1109/URS.2009.5137586