Image processing method and device, electronic equipment and medium

An image processing and image technology, which is applied in the field of image processing and can solve the problems of video image compression distortion and low resolution.

Pending Publication Date: 2020-11-10
FUTURE VIPKID LTD
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  • Application Information

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[0003] The embodiment of the present application provides an image processing method, device, storage medium and terminal, whic

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

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Embodiment Construction

[0030] In order to make the purpose, technical solution and advantages of the present application clearer, the embodiments of the present application will be further described in detail below in conjunction with the accompanying drawings.

[0031] When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary embodiments do not represent all implementations consistent with this application. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present application as recited in the appended claims.

[0032] In the description of the present application, it should be understood that the terms "first", "second" and so on are used for descriptive purposes only, and should not be understood as indicating or implying relative importance. Those of ordinary skill in the art can unde...

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Abstract

The embodiment of the invention discloses an image processing method and device, electronic equipment and a storage medium, and belongs to the technical field of image processing. The method comprisesthe following steps: constructing a super-resolution training set by a terminal, performing convolution processing on a low-resolution image to obtain a first input image, a second input image and athird input image, performing super-resolution processing to obtain a first super-resolution feature image, a second super-resolution feature image and a third super-resolution feature image, and outputting the first super-resolution feature image, the second super-resolution feature image and the third super-resolution feature image; performing bilinear processing on the first input image to obtain a bilinear feature image, and processing the first super-resolution feature image, the second super-resolution feature image, the third super-resolution feature image and the bilinear feature imagebased on a channel attention module to obtain a connection feature image; and reconstructing a high-resolution image according to the connection feature image and the residual structure, so that theinfluence of mosaics and noise of the original low-resolution image is eliminated, and the transmission quality of the video image is improved.

Description

technical field [0001] The present application relates to the technical field of image processing, especially an image processing method, device, electronic equipment and media. Background technique [0002] With the development of the Internet, more and more people can enjoy the convenience brought by the Internet, among which image technology has also been widely used. Taking video communication as an example (in fact, it can also be applied in other fields), the communication parties can communicate online through the Internet, and usually the two parties conduct video communication through their respective terminals. In related technologies, the complete transmission process of the communication video between the two parties usually includes: compression process, transmission process and decompression process, and after the original video is processed by these three processes, the video image will have a certain degree of image compression distortion. As a result, the r...

Claims

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Application Information

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IPC IPC(8): G06T3/40G06N3/04H04N21/431
CPCG06T3/4053G06T3/4007G06T3/4046H04N21/4312G06N3/045
Inventor 赵明瑶李梦醒
Owner FUTURE VIPKID LTD
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