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Training device and training method for training image processing device

机译:训练装置和训练图像处理装置的训练方法

摘要

The disclosure relates to a training device and method for an image processing device and an image processing device. The training device is used for training first and second image processing units, comprising: a training unit to input a first realistic image without a specific feature into the first image processing unit to generate a first generated image with the specific feature through first image processing, and to input a second realistic image with the specific feature into the second image processing unit to generate a second generated image without the specific feature through second image processing; and a classifying unit performing classification processing to discriminate realistic and generated images, wherein the training unit performs first training processing of training the classifying unit based on the realistic and generated images, and performs second training processing of training the first and second image processing units based on the training result.
机译:本公开涉及用于图像处理设备的训练设备和方法以及图像处理设备。该训练装置用于训练第一和第二图像处理单元,包括:训练单元,用于将没有特定特征的第一现实图像输入到第一图像处理单元中,以通过第一图像处理生成具有特定特征的第一生成图像;通过第二图像处理将具有特定特征的第二现实图像输入第二图像处理单元,以生成没有特定特征的第二生成图像;所述分类单元进行分类处理以区分真实图像和生成图像,其中,所述训练单元执行基于所述真实图像和生成图像对所述分类单元进行训练的第一训练处理,并基于所述第一图像处理单元和第二图像处理单元进行第二训练处理。在训练结果上。

著录项

  • 公开/公告号US10552712B2

    专利类型

  • 公开/公告日2020-02-04

    原文格式PDF

  • 申请/专利权人 FUJITSU LIMITED;

    申请/专利号US201715843719

  • 发明设计人 WEI SHEN;RUJIE LIU;

    申请日2017-12-15

  • 分类号G06K9/62;G06N3/08;G06K9;G06N3/04;

  • 国家 US

  • 入库时间 2022-08-21 11:24:54

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