Automated Waterline Detection in the Wadden Sea Using High-Resolution TerraSAR-X Images

被引:17
|
作者
Wiehle, Stefan [1 ]
Lehner, Susanne [1 ]
机构
[1] DLR, Maritime Secur Lab, D-28199 Bremen, Germany
关键词
SAR IMAGES; COASTLINE DETECTION; INTERTIDAL FLATS; EXTRACTION; EDGE;
D O I
10.1155/2015/450857
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We present an algorithm for automatic detection of the land-water-line from TerraSAR-X images acquired over the Wadden Sea. In this coastal region of the southeastern North Sea, a strip of up to 20 km of seabed falls dry during low tide, revealing mudflats and tidal creeks. The tidal currents transport sediments and can change the coastal shape with erosion rates of several meters per month. This rate can be strongly increased by storm surges which also cause flooding of usually dry areas. Due to the high number of ships traveling through the Wadden Sea to the largest ports of Germany, frequent monitoring of the bathymetry is also an important task for maritime security. For such an extended area and the required short intervals of a few months, only remote sensing methods can perform this task efficiently. Automating the waterline detection in weather-independent radar images provides a fast and reliable way to spot changes in the coastal topography. The presented algorithm first performs smoothing, brightness thresholding, and edge detection. In the second step, edge drawing and flood filling are iteratively performed to determine optimal thresholds for the edge drawing. In the last step, small misdetections are removed.
引用
收藏
页数:6
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