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Public Security Video Image Detection System Construction Platform in Cloud Computing Environment

The public security image detection system is an important way to assist the police in the investigation. In today's cloud computing environment, the processing power of cloud computing is gradually improving. In order to explore its application in the investigation system, this paper construct...

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Autor principal: Yin, Hexiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8853761/
https://www.ncbi.nlm.nih.gov/pubmed/35186061
http://dx.doi.org/10.1155/2022/4113803
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author Yin, Hexiao
author_facet Yin, Hexiao
author_sort Yin, Hexiao
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description The public security image detection system is an important way to assist the police in the investigation. In today's cloud computing environment, the processing power of cloud computing is gradually improving. In order to explore its application in the investigation system, this paper constructs a public security video image investigation system based on cloud computing environment. This paper uses cloud computing technology to improve the processing capacity of the system. It then combines the storage capabilities of the backend server implementation technology and the working principle of Hadoop to construct a basic model. Then combined with the storage capability of the backend server implementation technology and the working principle of Hadoop and CP-ABE encryption, decryption, and reconstruction, a basic model is constructed. This paper also designs public security video surveillance system vehicle detection and test experiments, cloud storage encryption algorithm experiments, and computational storage requirements analysis experiments. It optimizes the system based on the results of the experiment and finally compares it with the traditional investigation system. The experimental results show that the public security video image detection system based on cloud computing can improve the accuracy by 5%–25% compared with the traditional detection system. And the public security video image detection system based on cloud computing can increase the efficiency by 2%–17% compared with the traditional detection system.
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spelling pubmed-88537612022-02-18 Public Security Video Image Detection System Construction Platform in Cloud Computing Environment Yin, Hexiao Comput Intell Neurosci Research Article The public security image detection system is an important way to assist the police in the investigation. In today's cloud computing environment, the processing power of cloud computing is gradually improving. In order to explore its application in the investigation system, this paper constructs a public security video image investigation system based on cloud computing environment. This paper uses cloud computing technology to improve the processing capacity of the system. It then combines the storage capabilities of the backend server implementation technology and the working principle of Hadoop to construct a basic model. Then combined with the storage capability of the backend server implementation technology and the working principle of Hadoop and CP-ABE encryption, decryption, and reconstruction, a basic model is constructed. This paper also designs public security video surveillance system vehicle detection and test experiments, cloud storage encryption algorithm experiments, and computational storage requirements analysis experiments. It optimizes the system based on the results of the experiment and finally compares it with the traditional investigation system. The experimental results show that the public security video image detection system based on cloud computing can improve the accuracy by 5%–25% compared with the traditional detection system. And the public security video image detection system based on cloud computing can increase the efficiency by 2%–17% compared with the traditional detection system. Hindawi 2022-02-10 /pmc/articles/PMC8853761/ /pubmed/35186061 http://dx.doi.org/10.1155/2022/4113803 Text en Copyright © 2022 Hexiao Yin. 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
Yin, Hexiao
Public Security Video Image Detection System Construction Platform in Cloud Computing Environment
title Public Security Video Image Detection System Construction Platform in Cloud Computing Environment
title_full Public Security Video Image Detection System Construction Platform in Cloud Computing Environment
title_fullStr Public Security Video Image Detection System Construction Platform in Cloud Computing Environment
title_full_unstemmed Public Security Video Image Detection System Construction Platform in Cloud Computing Environment
title_short Public Security Video Image Detection System Construction Platform in Cloud Computing Environment
title_sort public security video image detection system construction platform in cloud computing environment
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8853761/
https://www.ncbi.nlm.nih.gov/pubmed/35186061
http://dx.doi.org/10.1155/2022/4113803
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