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Image generating method, device and storage medium

An image generation and image technology, applied in image enhancement, graphic image conversion, image data processing and other directions, can solve problems such as image blur, image distortion, inability to satisfy users, etc., to ensure quality and efficiency, and improve practicability.

Active Publication Date: 2022-05-06
ALIBABA DAMO (HANGZHOU) TECH CO LTD
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  • Abstract
  • Description
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Problems solved by technology

[0002] Image super-resolution refers to restoring a high-resolution image from a low-resolution image or image sequence. Specifically, image super-resolution can be achieved through a super-resolution network. However, when using a super-resolution network to generate high-resolution For the generated high-resolution images, image blur or image distortion is more common, so the quality and effect of the generated images are low, and cannot meet the needs of users

Method used

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  • Image generating method, device and storage medium
  • Image generating method, device and storage medium
  • Image generating method, device and storage medium

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Embodiment Construction

[0082] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0083] Terms used in the embodiments of the present invention are only for the purpose of describing specific embodiments, and are not intended to limit the present invention. The singular forms "a", "said" and "the" used in the embodiments of the present invention and the appended claims are also intended to include plural forms, unless the conte...

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Abstract

Embodiments of the present invention provide an image generation method, device and storage medium. The image generation method includes: acquiring an image to be processed and control parameters corresponding to the image to be processed, the control parameters are used to identify the degree of detail enhancement of the image to be processed; based on the control parameters, determining image features corresponding to the image to be processed; based on the image feature, generate a target image corresponding to the image to be processed, and the resolution of the target image is greater than that of the image to be processed. The technical solution provided in this embodiment effectively implements super-resolution processing on low-resolution images to be processed, and can stably obtain high-resolution target images, thereby effectively ensuring the quality and efficiency of target image generation; In addition, since the control parameters are used to identify the degree of detail enhancement of the image to be processed, different control parameters can be used to generate target images with different detail enhancement degrees, which is conducive to meeting the image generation needs of different users.

Description

technical field [0001] The present invention relates to the technical field of image generation, in particular to an image generation method, device and storage medium. Background technique [0002] Image super-resolution refers to restoring a high-resolution image from a low-resolution image or image sequence. Specifically, image super-resolution can be achieved through a super-resolution network. However, when using a super-resolution network to generate high-resolution For the generated high-resolution images, image blur or image distortion is more common, so the quality and effect of the generated images are low, and cannot meet the needs of users. Contents of the invention [0003] Embodiments of the present invention provide an image generation method, device, and storage medium, which can use different control parameters to generate target images with different levels of detail enhancement, and meet the image generation requirements of different users. [0004] In ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T3/40G06T5/00
CPCG06T3/4076G06T5/007
Inventor 杨涛任沛然谢宣松
Owner ALIBABA DAMO (HANGZHOU) TECH CO LTD
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