Method and Apparatus for Registration of Image data Using Unsupervised Learning Model

摘要

The present invention relates to a method and apparatus for matching image data using an unsupervised learning technique, comprising the steps of: acquiring first image data and second image data; Estimating a corresponding displacement map, generating a plurality of first transformed image data by transforming the first image data based on the displacement map, and a plurality of first transformations with a first feature map extracted from the first image data Generating a feature map, performing learning using a plurality of first transformed feature maps that form a pair and a second feature map extracted from second image data, and a plurality of It includes the step of matching the image data, and can be applied to other embodiments.