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Learning method and apparatus for improved resolution of low resolution satellite images

机译:用于提高低分辨率卫星图像分辨率的学习方法和装置

摘要

One embodiment of the present invention relates to a learning method for increasing resolution of a low resolution satellite image and an apparatus thereof. The learning method can make an actual low resolution satellite image obtained from a small satellite to have high resolution, thereby increasing information in a satellite image and increasing an analysis ability. The learning method comprises the steps of: obtaining a first image and a second image; determining a (1-1)^th image and the second image; discriminating a (1-2)^th image and the first image; and learning a generation network and a degradation network.
机译:本发明的一个实施例涉及一种用于提高低分辨率卫星图像的分辨率的学习方法及其设备。该学习方法可以使从小卫星获得的实际的低分辨率卫星图像具有高分辨率,从而增加卫星图像中的信息并提高分析能力。该学习方法包括以下步骤:获得第一图像和第二图像;以及确定第(1-1)^图像和第二图像;区分第(1-2)个图像和第一个图像;学习发电网络和降级网络。

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