Comprehensive method for improving small target segmentation precision
A technology of segmentation accuracy and comprehensive method, which is applied in the field of remote sensing images to achieve the effect of avoiding simple repetition, suppressing background information, and improving segmentation accuracy
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[0027] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0028] see Figure 1-2 , a comprehensive method for improving the accuracy of small target segmentation, the comprehensive method comprises the following steps:
[0029] S1. Construct a tiramisu encoding-decoding deep convolutional network, and perform parameter migration based on a typical natural image sample training network.
[0030] S2. Select any sample of a certain type of ground object as the reference style of data augmentation, input other samples i...
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