Construction and Application of Video Big Data Analysis Platform for Smart City Development

Wu, Xu and Yan, Guifeng and Xie, Xintian and Bao, Yan and Zhang, Wei and Chen, Miaochao (2022) Construction and Application of Video Big Data Analysis Platform for Smart City Development. Advances in Mathematical Physics, 2022. pp. 1-10. ISSN 1687-9120

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Abstract

With the progress of society and the rapid development of science and technology, daily data volume also shows an exponential upward trend. From the research report of the Internet data center, we can see that the growth rate of data will change from the original slow growth to a sharp rise within 10 years. This shows that the era of big data has arrived, and video data plays an important role in it. Video comes from all aspects of life. As a typical unstructured data, video has the characteristics of large memory, and with the leap of society, this characteristic is becoming increasingly obvious. Taking video data analysis as the starting point, this paper proposes a long-term and short-term memory neural network integrating attention mechanism and verifies it in the experimental data set. The experiment shows that this method has superior performance in model accuracy and work efficiency. Therefore, the application of this method to the construction and application of video big data analysis platform is an important step to promote the development of smart cities.

Item Type: Article
Subjects: STM Digital Library > Mathematical Science
Depositing User: Unnamed user with email support@stmdigitallib.com
Date Deposited: 06 Jan 2023 11:44
Last Modified: 29 Jun 2024 11:26
URI: http://archive.scholarstm.com/id/eprint/44

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