DocumentCode
3001635
Title
The Extraction of Key Projects Information Based on Object-Oriented Method: A Case Study of the Beijing South Railway Station
Author
Liu, Hongqi ; Hu, Zhuowei ; Wang, Zhiheng ; Dang, Yanan ; Wang, Xiaoshuang
Author_Institution
Coll. of Resource Environ. & Tourism, Capital Normal Univ., Beijing, China
fYear
2010
fDate
29-31 Oct. 2010
Firstpage
1
Lastpage
4
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.
Keywords
geophysical image processing; image resolution; land use planning; object-oriented methods; project engineering; railway engineering; remote sensing; Beijing south railway station; Beijing-Tianjin inter-city railway project; Kappa coefficient; classification accuracy; high resolution remote sensing image; information extraction methods; key projects information; land-use classification index system; land-use information; monitoring demand; object-oriented method; remote sensing technology; Buildings; Data mining; Image segmentation; Rail transportation; Remote sensing; Roads; Shape;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Technology (ICMT), 2010 International Conference on
Conference_Location
Ningbo
Print_ISBN
978-1-4244-7871-2
Type
conf
DOI
10.1109/ICMULT.2010.5630954
Filename
5630954
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