Image enhancement method and device thereof, equipment and storage medium

An image enhancement and image technology, applied in the fields of artificial intelligence, computer vision and deep learning, can solve the problems of blurred document pictures, reduced recognition accuracy, and affected text quality, etc., to achieve the effect of improving accuracy and rapid enhancement

Pending Publication Date: 2022-01-28
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Abstract
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  • Claims
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AI Technical Summary

Problems solved by technology

[0002] With the development of science and technology, more and more scenes need to digitally save the original paper documents, or extract text information from document

Method used

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  • Image enhancement method and device thereof, equipment and storage medium
  • Image enhancement method and device thereof, equipment and storage medium
  • Image enhancement method and device thereof, equipment and storage medium

Examples

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Embodiment Construction

[0019] Exemplary embodiments of the present disclosure are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present disclosure to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the disclosure. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0020] It should be noted that, in the case of no conflict, the embodiments in the present disclosure and the features in the embodiments can be combined with each other. The present disclosure will be described in detail below with reference to the accompanying drawings and embodiments.

[0021] figure 1 An exemplary system architecture 100 to which embodiments of th...

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Abstract

The invention provides an image enhancement method and a device thereof, equipment and a storage medium, relates to the field of artificial intelligence, in particular to the field of computer vision and deep learning, and can be specifically applied to smart cities and intelligent traffic scenes. The specific implementation scheme comprises the following steps: acquiring a target image; encoding the target image for at least one time by using an encoder included in a pre-trained image enhancement model to obtain at least one feature vector; and determining an enhanced image of the target image according to the at least one feature vector and a generator in an image enhancement model. According to the implementation mode, the image enhancement efficiency can be improved.

Description

technical field [0001] The present disclosure relates to the technical field of artificial intelligence, specifically to the technical field of computer vision and deep learning, especially to an image enhancement method, device, equipment and storage medium, which can be used in smart cities and smart traffic scenarios. Background technique [0002] With the development of science and technology, more and more scenes need to digitally save the original paper documents, or extract text information from document pictures. At this time, when the document pictures are blurred or the font is small, it is easy to affect the text. quality, leading to a decrease in recognition accuracy. Contents of the invention [0003] The disclosure provides an image enhancement method, device, equipment and storage medium. [0004] According to the first aspect, there is provided an image enhancement method, comprising: acquiring a target image; using an encoder included in a pre-trained ima...

Claims

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Application Information

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IPC IPC(8): G06T5/00G06N3/04G06N3/08
CPCG06T5/001G06T5/005G06N3/08G06T2207/20081G06N3/045
Inventor 刘芳龙李鑫何栋梁
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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