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REMOTE SENSING IMAGE RECOGNITION METHOD AND APPARATUS, STORAGE MEDIUM AND ELECTRONIC DEVICE

机译:遥感图像识别方法和装置,存储介质和电子设备

摘要

A remote sensing image recognition method, apparatus and device, a storage medium and a computer program. The remote sensing image recognition method comprises: performing resolution reduction processing on a remote sensing image to be recognized to obtain a resolution reduction processed remote sensing image (S100); segmenting at least one remote sensing image block from the resolution reduction processed remote sensing image (S110); determining, from the at least one remote sensing image block, a remote sensing image block to be processed (S120); inputting, into a neural network, the remote sensing image block to be processed, and obtaining, through the neural network, classification probability information of pixels in the input remote sensing image block to be processed (S130); and determining a recognition result of the remote sensing image to be recognized, according to the classification probability information of the pixels in the remote sensing image block to be processed (S140).
机译:遥感图像识别方法,装置和设备,存储介质和计算机程序。该遥感图像识别方法包括:对要识别的遥感图像进行分辨率降低处理以获得分辨率降低处理后的遥感图像(S100);从分辨率降低处理后的遥感图像中分割出至少一个遥感图像块(S110);从至少一个遥感图像块中确定要处理的遥感图像块(S120);将待处理的遥感图像块输入神经网络,并通过神经网络获取输入的待处理遥感图像块中像素的分类概率信息(S130);根据待处理遥感图像块中像素的分类概率信息,确定待识别遥感图像的识别结果(S140)。

著录项

  • 公开/公告号SG11202006035RA

    专利类型

  • 公开/公告日2020-07-29

    原文格式PDF

  • 申请/专利号SG20201106035R

  • 发明设计人 LI CONG;

    申请日2018-12-26

  • 分类号G06K9;

  • 国家 SG

  • 入库时间 2022-08-21 11:15:44

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