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Image processing method and device, terminal and storage medium

An image processing and image technology, applied in the multimedia field, can solve problems such as low accuracy and poor intelligence, and achieve the effect of improving accuracy and intelligence

Active Publication Date: 2019-09-27
BEIJING SANKUAI ONLINE TECH CO LTD
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Problems solved by technology

[0005] The embodiment of the present invention provides an image processing method, device, terminal and storage medium, which can solve the problems of low accuracy and poor intelligence in the image processing process without affecting the download efficiency of the application client on the terminal

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  • Image processing method and device, terminal and storage medium
  • Image processing method and device, terminal and storage medium
  • Image processing method and device, terminal and storage medium

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Embodiment Construction

[0067] In order to make the object, technical solution and advantages of the present invention clearer, the implementation manner of the present invention will be further described in detail below in conjunction with the accompanying drawings.

[0068] figure 1 It is a schematic diagram of an implementation environment of an image processing method provided by an embodiment of the present invention. see figure 1 , this embodiment includes a terminal 101 and a server 102, which will be described in detail below.

[0069] Optionally, the terminal 101 can independently implement the image processing method provided in the embodiment of the present invention, wherein the terminal 101 can be any electronic device capable of image processing, and an image processing client can be installed on the terminal 101 , so that the user can execute the image processing method provided by the embodiment of the present invention based on the image processing client. Of course, the user can a...

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Abstract

The invention discloses an image processing method and device, a terminal and a storage medium, and belongs to the technical field of multimedia. By a feature extraction network, the convolution operation based on the residual structure is circularly executed for multiple times based on original images. Based on the residual structure, the feature extraction network can make full use of the result obtained by each convolution operation. In this way, the similarity between the target image and the original image is improved. Bad influences on the downloading efficiency of the application client side on the terminal can be avoided by circularly executing the convolution operation for multiple times, and the accuracy and intelligence of the image processing process are greatly improved.

Description

technical field [0001] The present invention relates to the field of multimedia technology, in particular to an image processing method, device, terminal and storage medium. Background technique [0002] With the development of multimedia technology, there are more and more demands for changing the image resolution. However, enlarging the image resolution is usually accompanied by the loss of detail information (such as texture, outline, etc.). In order to pursue better visual effects, how to enlarge the image resolution without loss of image detail information, then Become an urgent problem to be solved, the above problem can also be called super-resolution (super-resolution) image reconstruction problem. [0003] At present, the terminal can be reconstructed through the following image processing methods: the application client on the terminal upsamples the original image to obtain an upsampled image with a size larger than the original image, and uses CNN (convolutional ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T3/00G06N3/04
CPCG06N3/045G06T3/04
Inventor 苏明兰赖申其柴振华
Owner BEIJING SANKUAI ONLINE TECH CO LTD
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