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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer India
2021
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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. |
format | Online Article Text |
id | pubmed-8563821 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer India |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT wangjinjin cultureshapingandvaluerealizationofdigitalmediaartunderinternet AT yangjiadi cultureshapingandvaluerealizationofdigitalmediaartunderinternet |