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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, lack of diversity of output images, complex structure, etc., and achieve the effects of fast training speed, guaranteed diversity, and simple system

Active Publication Date: 2018-03-06
BOE TECH GRP CO LTD
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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, and the output images lack diversity

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

[0034] 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.

[0035] Embodiments of the present invention provide an image processing method, a processing device, and a processing device for realizing image conversion. The image processing method, processing device and processing equipment use a group of generative neural networks to perform image conversion processing, and train the generative neural networks based on content features to ensure that the converted images are consistent with the input images, and t...

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Abstract

The embodiment of the invention provides an image processing method, processing device and processing equipment. Image conversion is realized by using a generative neural network with combination of the image content characteristics so that the converted output image is enabled to have diversity and maintain consistency with the input image. The image processing method comprises the steps that theinput image is acquired; and image conversion processing is performed on the input image by using the generative neural network so as to output the converted output image. The input image has N channels, wherein N is a positive integer greater than or equal to 1; the input of the generative neural network includes a noise image channel and the N channels of the input image; and the output of thegenerative neural network is the converted image including the N channels.

Description

technical field [0001] The present invention relates to 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 structures of image processing and conversion systems in the prior art are complex and difficult to train, and the output images lack diversity. Therefore, there is a need for an image processing method, device and device for realizing image conversion, which can not only ensure the consistency between the output image and the input image, but also ensure the diversity between different output images. Contents of the invention [0003] The present invention provides an image processing method, a processing device and a processing device, which use a generative neural network combined with image content features to realize image conver...

Claims

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Application Information

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IPC IPC(8): G06T7/30G06V10/764
CPCG06T7/30G06T2207/20084G06T2207/20081G06N3/08G06T11/00G06V10/454G06V10/82G06V10/764G06N3/047G06N3/045G06F18/214G06F18/2132G06F18/2193
Inventor 刘瀚文那彦波
Owner BOE TECH GRP CO LTD
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