Real scene image cartoonalization processing method and device, computer equipment and storage medium

A real scene, image card technology, applied in image data processing, calculation, image enhancement and other directions, can solve the problems of poor cartoon image quality, not considering picture information, etc., to achieve smooth color and image content, high image quality. Effect

Pending Publication Date: 2020-09-22
SOUTH CHINA UNIV OF TECH +1
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AI Technical Summary

Problems solved by technology

[0003] The traditional cartoonization method is based on manually customized operators or detection parameters to convert real pictures into cartoons. It does not take into account the information of the picture itself, and only performs image conversion in a fixed manner without involving related artistic processing. The quality of the generated cartoon image is relatively poor

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  • Real scene image cartoonalization processing method and device, computer equipment and storage medium
  • Real scene image cartoonalization processing method and device, computer equipment and storage medium
  • Real scene image cartoonalization processing method and device, computer equipment and storage medium

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Embodiment Construction

[0050] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0051] The processing method for the cartoonization of real scene images provided by the present application can be applied to such as figure 1 shown in the application environment. Wherein, the terminal 102 communicates with the server 104 through the network. Wherein, the terminal 102 can be, but not limited to, various personal computers, notebook computers, smart phones, tablet computers and portable wearable devices, and the server 104 can be realized by an independent server or a server cluster composed of multiple servers.

[0052] The terminal 102 can acquire the...

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Abstract

The invention relates to a real scene image cartoonalization processing method and device based on artificial intelligence, computer equipment and a storage medium. The method comprises the steps of obtaining a real scene image; based on the semantic information of the real scene image, performing image reconstruction processing and abstract smoothing processing on the real scene image to obtain an abstract cartoon image of the real scene image mapped on a cartoon domain; abstracting a cartoon image which has a significant structure in the real scene image and lacks contour edge lines in the real scene image; carrying out stylization processing on the abstract cartoon image to generate a style cartoon image with an artistic style; generating contour edge lines of the style cartoon image, and obtaining a cartoon image obtained after cartooning of the real scene image. By adopting the method, the quality of the generated cartoon image can be improved.

Description

technical field [0001] The present application relates to the technical fields of artificial intelligence and image processing, and in particular to a processing method, device, computer equipment and storage medium for cartoonizing real scene images. Background technique [0002] With the rapid development of science and technology, various advanced image processing technologies are constantly emerging, and the application scenarios of image processing technologies are becoming more and more extensive. For example, cartoonizing real scene images belongs to one of the scenes. [0003] The traditional cartoonization method is based on manually customized operators or detection parameters to convert real pictures into cartoons. It does not take into account the information of the picture itself, and only performs image conversion in a fixed manner without involving related artistic processing. As a result, the quality of the generated cartoon image is relatively poor. Then, ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T3/00G06N3/04G06N3/08G06T5/00G06T7/181
CPCG06T3/0012G06T7/181G06T5/002G06N3/08G06T2207/20028G06N3/047G06N3/045
Inventor 何盛烽李思敏孙子荀刘婷婷
Owner SOUTH CHINA UNIV OF TECH
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