文章基本信息

标题：Automatic change detection for road networks from imagery based on GIS
本地全文：下载
作者：Haigang SUI ; Deren LI ; Jianya GONG 等
期刊名称：ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
印刷版ISSN：2194-9042
电子版ISSN：2194-9050
出版年度：2002
卷号：XXXIV Part 2
页码：437-442
出版社：Copernicus Publications
摘要：Automatic change detection and updating road networks is a key work for updating geo-spatial information especially in developing countries. Old GIS data can make road networks detection and extraction easier. However, detailed strategy and algorithms of automatic change detection for road networks based on GIS is not discussed in detail. Aiming at this, a strategy for automatic change detection for images with low resolution and high resolution is presented firstly in this paper. Then a new so-called buffer detection change detection algorithm is proposed for detecting changes of features. Considering the difficulty of detecting road in high-resolution image a new profile tracing algorithm is developed in this paper. Some ideas and algorithms for using GIS prior information such as invariant objects like vector river boundaries, substructures of road like cars in high-resolution images to assist in road detection and extraction are discussed in the paper. The summary is given in the last part of the paper.
关键词：change detection; GIS; profile matching; GIS prior information