Image alignment method and device, electronic equipment and storage medium

user-5f3206704c775e3a7964bd8b(2021)

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摘要
The embodiment of the invention provides an image alignment method and device, electronic equipment and a storage medium, and the method comprises the steps: repeatedly executing a training operationtill the training of an image alignment network is completed, wherein the training operation comprise the steps: inputting a training image into the image alignment network to acquire a prediction alignment image outputted by the image alignment network; calculating edge feature loss between the prediction alignment image and the target image based on the obtained edge feature information of the prediction alignment image and the obtained edge feature information of the target image; updating a parameter value of the image alignment network based on the edge feature loss; and inputting a to-be-processed image into the image alignment network to obtain an aligned image output by the image alignment network. Therefore, the precision of the trained image alignment network is improved, and correspondingly, the alignment effect of the alignment image obtained by using the image alignment network after training is improved.
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关键词
Feature (computer vision),Computer vision,Image (mathematics),Enhanced Data Rates for GSM Evolution,Computer science,Artificial intelligence,Electronic equipment,Image alignment,Image based
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