科研之友
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摘要
Automatic road extraction from satellite images is one of the most important areas of research in the field of remote sensing. The method proposed in this study is based on a fuzzy method for the detection of road areas from high resolution SAR images. In this method, the multiple features are extracted first, using the backscatter coefficients of each pixel and its neighboring pixels. The extracted features are combined with each other in the next step using a fuzzy algorithm, and, finally, the desired road areas are selected separately considering spatial and spectral criteria. The proposed algorithm is tested on different scenes of TerraSAR-X images. Experimental results reveal that the proposed method is effective.
- 出版日期2015-6
