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Culture shaping and value realization of digital media art under Internet+

This exploration aims to better realize the cultural shaping and the value of digital media art under the background of Internet+. The security of digital media art information dissemination is discussed first. Then, the carrier image generation algorithm under the steganography process and deep lea...

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Detalles Bibliográficos
Autores principales: Wang, Jinjin, Yang, Jiadi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer India 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8563821/
http://dx.doi.org/10.1007/s13198-021-01463-7
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author Wang, Jinjin
Yang, Jiadi
author_facet Wang, Jinjin
Yang, Jiadi
author_sort Wang, Jinjin
collection PubMed
description This exploration aims to better realize the cultural shaping and the value of digital media art under the background of Internet+. The security of digital media art information dissemination is discussed first. Then, the carrier image generation algorithm under the steganography process and deep learning is analyzed. After the improvement by edge computing (EC) and image steganography technology, the mean square error of carrier image generation algorithm is about 0.2 smaller than the three comparison algorithms, indicating that the optimized steganography technology is more stable. Meanwhile, the peak signal-to-noise ratio of the improved algorithm is between 0.06 and 0.2, and the structural similarity index measure is close to 1. Compared with traditional image steganography algorithm, multi-objective optimization based on genetic algorithm (MO-GA) algorithm improves the invisibility and security of steganography. Furthermore, the genetic algorithm is used to iteratively detect individuals with higher fitness of filtering residuals, to obtain the optimal solution of evolutionary multi-objective optimization problem. Finally, it is concluded that the MO-GA image steganography technology based on EC has advantages in the above three indicators, which improves the information security in the process of culture shaping and value realization of digital media.
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spelling pubmed-85638212021-11-03 Culture shaping and value realization of digital media art under Internet+ Wang, Jinjin Yang, Jiadi Int J Syst Assur Eng Manag Original Article This exploration aims to better realize the cultural shaping and the value of digital media art under the background of Internet+. The security of digital media art information dissemination is discussed first. Then, the carrier image generation algorithm under the steganography process and deep learning is analyzed. After the improvement by edge computing (EC) and image steganography technology, the mean square error of carrier image generation algorithm is about 0.2 smaller than the three comparison algorithms, indicating that the optimized steganography technology is more stable. Meanwhile, the peak signal-to-noise ratio of the improved algorithm is between 0.06 and 0.2, and the structural similarity index measure is close to 1. Compared with traditional image steganography algorithm, multi-objective optimization based on genetic algorithm (MO-GA) algorithm improves the invisibility and security of steganography. Furthermore, the genetic algorithm is used to iteratively detect individuals with higher fitness of filtering residuals, to obtain the optimal solution of evolutionary multi-objective optimization problem. Finally, it is concluded that the MO-GA image steganography technology based on EC has advantages in the above three indicators, which improves the information security in the process of culture shaping and value realization of digital media. Springer India 2021-11-03 2022 /pmc/articles/PMC8563821/ http://dx.doi.org/10.1007/s13198-021-01463-7 Text en © The Author(s) under exclusive licence to The Society for Reliability Engineering, Quality and Operations Management (SREQOM), India and The Division of Operation and Maintenance, Lulea University of Technology, Sweden 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Article
Wang, Jinjin
Yang, Jiadi
Culture shaping and value realization of digital media art under Internet+
title Culture shaping and value realization of digital media art under Internet+
title_full Culture shaping and value realization of digital media art under Internet+
title_fullStr Culture shaping and value realization of digital media art under Internet+
title_full_unstemmed Culture shaping and value realization of digital media art under Internet+
title_short Culture shaping and value realization of digital media art under Internet+
title_sort culture shaping and value realization of digital media art under internet+
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8563821/
http://dx.doi.org/10.1007/s13198-021-01463-7
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