Automatic detection method for airport of large-size space-borne SAR image
An automatic detection, large-scale technology, used in image analysis, image data processing, measurement devices, etc., can solve problems such as false detection, poor image quality, and strong speckle noise in SAR images, and achieve high recognition accuracy and speed. Fast, high-quality results
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[0053] In this embodiment, airport detection is performed on a large-scale spaceborne SAR image, and there is an airport target in the image. The image as figure 1 shown. The image size is 4200×4700. figure 2 The image segmentation results are shown, which are divided into 5 types of targets (the gray scale of the segmentation results is 5 levels). image 3 Extract results for interest targets. In this example, a total of 1570 interest targets are extracted. After SVM classification, 7 objects were identified as airports. Figure 4 , Figure 5 The minimum area bounding rectangle and projected histogram of the airport target are shown, respectively. Image 6 , Figure 7 The minimum area bounding rectangle and projected histogram of a non-airport object are shown, respectively. Figure 8 The final detection results obtained by parallel runway detection are shown. Figure 9The final detected airport location 1 is shown.
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