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Image restoration method and device, electronic equipment, computer program and storage medium

An image restoration, computer technology, applied in the field of computer vision, can solve problems such as missing pixels, image quality degradation, noise, etc.

Active Publication Date: 2018-11-27
SENSETIME GRP LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0002] In the process of image formation, recording, processing, and transmission, due to the imperfection of the imaging system, recording equipment, processing methods, and transmission media, degradation phenomena such as noise, blur, and partial pixel loss will occur, resulting in image quality degradation

Method used

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  • Image restoration method and device, electronic equipment, computer program and storage medium
  • Image restoration method and device, electronic equipment, computer program and storage medium
  • Image restoration method and device, electronic equipment, computer program and storage medium

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Embodiment Construction

[0090] Various exemplary embodiments of the present invention will now be described in detail with reference to the accompanying drawings. It should be noted that unless specifically stated otherwise, the relative arrangement of components and steps, numerical expressions and numerical values ​​set forth in these embodiments do not limit the scope of the present invention.

[0091] At the same time, it should be understood that, for ease of description, the sizes of the various parts shown in the drawings are not drawn according to actual proportional relationships.

[0092] The following description of at least one exemplary embodiment is actually only illustrative, and in no way serves as any limitation to the present invention and its application or use.

[0093] The technologies, methods, and equipment known to those of ordinary skill in the relevant fields may not be discussed in detail, but where appropriate, the technologies, methods, and equipment should be regarded as part o...

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Abstract

The embodiment of the invention discloses an image restoration method and device, electronic equipment, a computer program and a storage medium. The method comprises: constructing a prior model according to the characteristic map of the current image to be processed, wherein the prior model is used for learning the information of the current image to be processed, the current image to be processedincludes at least one image degradation phenomenon; and performing image restoration processing for the image degradation phenomenon of the current image to be processed based on the prior model so as to obtain the target image. The great image restoration result can be acquired.

Description

Technical field [0001] The present invention relates to computer vision technology, in particular to an image restoration method and device, electronic equipment, computer program and storage medium. Background technique [0002] In the process of image formation, recording, processing, and transmission, due to imperfect imaging systems, recording equipment, processing methods, and transmission media, degradation phenomena such as noise, blur, and partial pixel loss will occur, resulting in image quality degradation. [0003] Image restoration is a kind of problem that has received wide attention in computer vision. It is proposed for the phenomenon of image degradation, and aims to reconstruct or restore the image with degraded quality to obtain the original image without degradation. Summary of the invention [0004] The embodiment of the present invention provides an image restoration technical solution. [0005] According to an aspect of the embodiments of the present invention, ...

Claims

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Application Information

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IPC IPC(8): G06T5/00G06T7/10
CPCG06T7/10G06T2207/20081G06T5/00
Inventor 庞家昊曾进孙文秀肖瑞超
Owner SENSETIME GRP LTD
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