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An artificial intelligence-based image optimization method and system

An artificial intelligence and image technology, applied in image enhancement, image analysis, image data processing, etc., can solve the problems of image composition and spatial relationship optimization, does not support the size and spatial relationship optimization processing between image elements, and cannot accurately adjust composition details and other issues to achieve the effect of improving quality and professionalism

Active Publication Date: 2022-07-12
SAMSUNG ELECTRONICS CHINA R&D CENT +1
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Problems solved by technology

[0003] For images with insufficient composition and spatial relationship, because the existing image optimization technology does not support the optimization of the size and spatial relationship between picture elements, it is impossible to accurately adjust the composition details. optimize

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  • An artificial intelligence-based image optimization method and system
  • An artificial intelligence-based image optimization method and system
  • An artificial intelligence-based image optimization method and system

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Embodiment Construction

[0042] In order to make the purpose, technical solutions and advantages of the present application more clearly understood, the present application will be described in further detail below with reference to the accompanying drawings and examples.

[0043] The present invention proposes a technical solution for image optimization based on artificial intelligence, which uses deep learning technology in the field of artificial intelligence to perform image recognition and extraction and adaptation of patterns such as picture composition and style, and takes target pictures provided by users or a large number of professional pictures as input Extract and process to obtain the composition and style features of the target image, and use this feature as a template to process the image to obtain one or more optimized images.

[0044] figure 1 It is the constituent module of the present invention. The present invention includes a template database module, an object recognition module...

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Abstract

The present application discloses an image optimization method and system based on artificial intelligence, including: performing image object recognition on a template image, extracting and recording template information of the template image; using an image recognition algorithm of a neural network to identify the image to be optimized The number and category of main objects in the database; according to the set matching conditions and the recorded template information, the optimal template information is matched in the template database for the picture to be optimized; according to the layout information in the optimal template information The main object is scaled and adjusted; according to the resolution requirements of the output target picture and the basic principles of composition, the background part of the picture to be optimized is cut and adjusted; the processed main object image and background image are arranged according to the layout in the optimal template information The information is combined to restore the complete picture; if the original picture to be optimized is partially missing after processing, the missing part of the image is repaired according to the image completion algorithm. By applying the technical solutions disclosed in the present application, it is possible to realize the optimization of the composition and spatial relationship of the image.

Description

technical field [0001] The present application relates to the technical field of image recognition and image pattern matching in artificial intelligence, in particular to an artificial intelligence-based image optimization method and system. Background technique [0002] The current image processing is either cropping the image size, or adjusting the image brightness, contrast, depth of field, etc. [0003] For images with insufficient composition and spatial relationship, the existing image optimization technology does not support the optimization of the size and spatial relationship between picture elements, so it is impossible to accurately adjust the composition details. optimize. SUMMARY OF THE INVENTION [0004] The present application provides an artificial intelligence-based image optimization method and system to optimize the composition and spatial relationship of images. [0005] The present application discloses an image optimization method based on artificia...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T5/00G06T5/50G06T11/60
CPCG06N3/08G06T11/00G06N3/045G06V10/7715G06V10/82G06V10/751G06T5/50G06T2207/20081G06T2207/20084
Inventor 刘美丹胡泊乔乐意
Owner SAMSUNG ELECTRONICS CHINA R&D CENT
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