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Image processing method, processing device and processing equipment

An image processing device and image processing technology, applied in the field of image processing, can solve the problems of difficult training, complex structure, etc.

Active Publication Date: 2019-05-14
BOE TECH GRP CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, the structure of the image processing and conversion system in the prior art is complex and difficult to train

Method used

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  • Image processing method, processing device and processing equipment
  • Image processing method, processing device and processing equipment
  • Image processing method, processing device and processing equipment

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Embodiment Construction

[0035]The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the drawings in the embodiments of the present invention. Apparently, the described embodiments are only part of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

[0036] The flow chart of the image processing method provided by the embodiment of the present invention is as follows figure 1 shown.

[0037] In step S110, an input image to be subjected to image conversion processing is obtained, and the input image is usually a color image, for example, an RGB image or a grayscale image.

[0038] Next, in step S120, image conversion processing is performed on the input image by using a generative neural network, wh...

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Abstract

Embodiments of the present invention provide an image processing method, a processing device, and processing equipment, which implement image conversion by using a generated neural network in combination with image content features, so that the converted output image includes both the conversion features and the consistency with the input image. The image processing method includes: acquiring an input image; performing image conversion processing on the input image according to the input image by using a generated neural network to output the converted output image, wherein the generated neural network includes a plurality of processing levels, wherein The output result of the i-th processing level is input to the i+1th processing level and the jth processing level, and the jth processinglevel further receives an output result of the j-1th processing level, and the output result of the j-1th processing level is The output of the i-th processing level has the same size, where: i is less than j-1, and i and j are positive integers.

Description

technical field [0001] The present invention relates to the field of image processing, in particular to an image processing method, processing device and processing equipment. Background technique [0002] Image processing and conversion using deep neural networks is a new technology emerging with the development of deep learning technology. However, the structure of the image processing and conversion system in the prior art is complex and difficult to train. Therefore, there is a need for an image processing method, a processing device, and a processing device for realizing image conversion, which can not only convert the input image, but also retain the original information of the input image, and ensure the consistency between the output image and the input image. The system is flexible, simple and easy to train. Contents of the invention [0003] The present invention provides an image processing method, processing device and processing equipment, which realizes ima...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T1/00G06K9/62G06N3/04G06N3/08G06V10/764
CPCG06N3/088G06T1/60G06V10/82G06V10/764G06N3/048G06N3/045G06N3/08G06F18/214G06F18/2132
Inventor 刘瀚文那彦波
Owner BOE TECH GRP CO LTD
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