Detection of Man-Made Objects Along the High-Speed Railway Based on High Resolution Remote Sensing Images
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DOI: 10.23977/meimie.2019.43023
Author(s)
Boqing Feng, Yaoyao Wang, Qulin Tan, Lili Jiang, Jiping Hu and Yingjie Wang
Corresponding Author
Boqing Feng
ABSTRACT
The condition along the high-speed railway is very important for the safe operation. In the paper, man-made objects along the high-speed railway are used as detecting targets. The paper analyses the existing forms of hidden dangers which are caused by man-made objects along the high-speed railway and what harms they could bring to operation of the high-speed railway. The method of detecting man-made objects along the high-speed railway based on high resolution remote sensing images is studied using remote sensing image classification. According to the established method which is suitable for detecting man-made objects along the high-speed railway, firstly detecting and extracting man-made objects along the high-speed railway, and improving classification accuracy by GIS vector data. Then, using the method to detect man-made objects along the Xuzhou section of Beijing-Shanghai high-speed railway based on GF-3. The results show that there is hidden danger of the plastic house, which proves the effectiveness and practical significance of the method.
KEYWORDS
High resolution remote sensing, Hidden dangers along the high-speed railway, Detection of man-made objects, GIS