Title :
Automatic Extracting Residential Areas from Color Scanned Topographical Maps
Author :
Chen, Yang ; Liu, Yunxiang ; Fu, Zhanping ; Wang, Runsheng
Author_Institution :
Naval Aeronaut. Eng. Acad., Qingdao, China
Abstract :
In color scanned topographical maps, residential areas portray the size and shape information about residential areas, which are polygonal features filled with hatched lines. This paper proposed using Gabor filters to detect hatched lines by their texture features and find the candidate residential areas firstly. And then the traditional curve tracking, linear interpolation and geometrical emendation algorithms are employed to extract the correct contours of residential areas. Experimental results on three representative samples demonstrate the validity and practicality of this method.
Keywords :
Gabor filters; feature extraction; image colour analysis; image texture; interpolation; Gabor filters; automatic extracting residential areas; color scanned topographical maps; curve tracking; geometrical emendation algorithms; hatched lines; linear interpolation; polygonal features; shape information; size information; texture features; Aerospace engineering; Application software; Data mining; Frequency; Gabor filters; Geographic Information Systems; Interpolation; Printing; Roads; Shape;
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
DOI :
10.1109/CISP.2009.5301745