High-resolution remote sensing image scene multi-label classification method based on multi-packet fusion
A technology of remote sensing images and classification methods, applied in the fields of image processing and pattern recognition
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[0079] The technical solutions of the present invention will be further described below in conjunction with the accompanying drawings and embodiments.
[0080] The present invention provides a more complete description for complex remote sensing scenes, and provides a multi-label classification method for high-resolution remote sensing image scenes based on multi-packet fusion. The block diagram is as follows figure 1 shown.
[0081] In this embodiment, according to the form of SIRI-WHU and UC-Merced single-label data sets, on the basis of single labels such as farmland, forest, and residential buildings, the areas that are easy to mix with other scenes to form complex scenes are analyzed from Google Maps. Intercepting and making a multi-label classification experiment data set, the data set contains a total of 637 pictures, each picture size is 320×320 pixels, including forest, residential area, farmland, road, sparse residential and river 6 types of labels, and in More than...
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