The Extraction of Key Projects Information Based on Object-Oriented Method: A Case Study of the Beijing South Railway Station

Hongqi Liu, Zhuowei Hu, Zhiheng Wang, Yanan Dang, Xiaoshuang Wang
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Abstract

Facing the monitoring demand to the progress of key project using remote sensing technology, the Beijing-Tianjin inter-city railway project (Beijing South Railway Station) was taken for example and the high resolution remote sensing image of 2005 (before project) and 2007 (in project) were used as data source. At first, we built land-use classification index system. Then land-use information of South station and its surrounding was extracted using object-oriented method, which provided data basis for the monitoring and evaluation of key project. Results show that: the object oriented method has a much higher precision and efficiency than the traditional information extraction methods with classification accuracy 85.98% and 92.92%, Kappa coefficient 0.824 and 0.9085 respectively.
基于面向对象方法的重点工程信息提取——以北京南站为例
面对遥感技术对重点工程进度的监测需求,以京津城际铁路工程(北京南站)为例,采用2005年(立项前)和2007年(立项中)的高分辨率遥感影像作为数据源。首先,构建了土地利用分类指标体系。利用面向对象的方法提取南站及周边土地利用信息,为重点工程的监测与评价提供数据依据。结果表明:与传统的信息提取方法相比,面向对象方法具有更高的精度和效率,分类准确率分别为85.98%和92.92%,Kappa系数分别为0.824和0.9085。
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