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Analysis of Graphic Design Based on AI Interaction Technology

The naive Bayes classification algorithm is used to determine the plane feature vector, and the color image enhancement algorithm based on the visual characteristics is used to improve the local contrast of the plane visual image. In addition, based on the visual perception intensity of each region...

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Detalles Bibliográficos
Autores principales: Du, Yishu, Xu, Dong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9484911/
https://www.ncbi.nlm.nih.gov/pubmed/36133171
http://dx.doi.org/10.1155/2022/8493528
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author Du, Yishu
Xu, Dong
author_facet Du, Yishu
Xu, Dong
author_sort Du, Yishu
collection PubMed
description The naive Bayes classification algorithm is used to determine the plane feature vector, and the color image enhancement algorithm based on the visual characteristics is used to improve the local contrast of the plane visual image. In addition, based on the visual perception intensity of each region of the interactive interface and the importance of visual perception elements in the edge contour, a hierarchical optimization model of graphical HMI is established, which is solved by the genetic algorithm. Finally, it has been proved that this system has high efficiency in image color processing, and the image enhancement effect is better, which meets the requirements of human visual perception. The contribution of this study lies in the design of the human-computer interface plane visual image color enhancement system, so as to improve the visual effect of plane visual image color.
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spelling pubmed-94849112022-09-20 Analysis of Graphic Design Based on AI Interaction Technology Du, Yishu Xu, Dong J Environ Public Health Research Article The naive Bayes classification algorithm is used to determine the plane feature vector, and the color image enhancement algorithm based on the visual characteristics is used to improve the local contrast of the plane visual image. In addition, based on the visual perception intensity of each region of the interactive interface and the importance of visual perception elements in the edge contour, a hierarchical optimization model of graphical HMI is established, which is solved by the genetic algorithm. Finally, it has been proved that this system has high efficiency in image color processing, and the image enhancement effect is better, which meets the requirements of human visual perception. The contribution of this study lies in the design of the human-computer interface plane visual image color enhancement system, so as to improve the visual effect of plane visual image color. Hindawi 2022-09-12 /pmc/articles/PMC9484911/ /pubmed/36133171 http://dx.doi.org/10.1155/2022/8493528 Text en Copyright © 2022 Yishu Du and Dong Xu. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Du, Yishu
Xu, Dong
Analysis of Graphic Design Based on AI Interaction Technology
title Analysis of Graphic Design Based on AI Interaction Technology
title_full Analysis of Graphic Design Based on AI Interaction Technology
title_fullStr Analysis of Graphic Design Based on AI Interaction Technology
title_full_unstemmed Analysis of Graphic Design Based on AI Interaction Technology
title_short Analysis of Graphic Design Based on AI Interaction Technology
title_sort analysis of graphic design based on ai interaction technology
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9484911/
https://www.ncbi.nlm.nih.gov/pubmed/36133171
http://dx.doi.org/10.1155/2022/8493528
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