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METHOD AND DEVICE FOR ANALYZING PECULIAR AREA OF IMAGE BY USING ENCODER

机译:使用编码器分析图像特殊区域的方法和装置

摘要

A method for analyzing a peculiar area of an image according to an embodiment of the present invention can include the steps of: generating a feature vector for a query image by using an encoder that generates the feature vector on the basis of an input image; generating a plurality of normal images pertaining to the query image on the basis of the generated feature vector being input to a first machine-learning model that has been trained to generate a normal image having a prescribed similarity to an original image of an input feature vector; and generating an attention map including the peculiar area and showing the difference between the query image and each of the plurality of normal images.
机译:根据本发明的实施例的用于分析图像的特殊区域的方法可以包括以下步骤:通过使用基于输入图像生成特征向量的编码器来为查询图像生成特征向量;基于所生成的特征向量生成与查询图像有关的多个正常图像被输入到已经训练以生成具有规定相似性的正常图像与输入特征向量的原始图像;并生成包括特殊区域的注意图,并显示查询图像与多个正常图像中的每一个之间的差异。

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