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Style transfer-based image content correction

  • US 10,198,839 B2
  • Filed: 09/22/2016
  • Issued: 02/05/2019
  • Est. Priority Date: 09/22/2016
  • Status: Active Grant
First Claim
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1. An image processing method, comprising:

  • obtaining a first source image;

    extracting an artistic style from at least a portion of the first source image, wherein the extracted artistic style is stored as a plurality of layers in a convolutional neural network;

    obtaining a first target image comprising one or more undesired artifacts;

    obtaining semantic information from the first target image corresponding to the one or more undesired artifacts;

    applying, using the plurality of layers stored in the convolutional neural network, the extracted artistic style to the first target image in accordance with the semantic information to repair the one or more undesired artifacts, thereby creating a content corrected version of the first target image; and

    storing the content corrected version of the first target image in a memory.

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