Artificial Intelligence Acquisition and Response of Disaster Information Using Smart City High-Rise Wide-Angle CCTV 


Vol. 46,  No. 11, pp. 2023-2030, Nov.  2021
10.7840/kics.2021.46.11.2023


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  Abstract

The timing of a disaster cannot be predicted. In particular, fires, floods, power outages, building collapses, and major accidents in local governments occur quickly and in a short time. An instantaneous fire spreads to the entire building, causing property damage as well as personal injury. From the point of view of smart city operation, one administrative goal will be achieved if the safety of citizens is maintained by using the 4th industrial technology"s artificial intelligence and wired and wireless communication. In order to quickly respond to disasters in smart cities, high-rise wide-angle CCTVs that enable control from a new perspective must be able to collect image information, and continuous control using LSTM-based edge computing should be operated to quickly detect disasters and effectively respond to disasters. In this study, we discuss the disaster information acquisition design of smart city high-rise wide-angle CCTV. We explain detailed design of high-rise wide-angle CCTV installation conditions analysis, high-rise wide-angle CCTV camera selection criteria, video information network connection plan, and high-rise wide-angle CCTV installation structure construction plan. Finally, we study artificial intelligence disaster information acquisition and artificial intelligence disaster response algorithms based on GAN and LSTM, and study real-time disaster response using TensorFlow.

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  Cite this article

[IEEE Style]

D. H. Lim and D. Park, "Artificial Intelligence Acquisition and Response of Disaster Information Using Smart City High-Rise Wide-Angle CCTV," The Journal of Korean Institute of Communications and Information Sciences, vol. 46, no. 11, pp. 2023-2030, 2021. DOI: 10.7840/kics.2021.46.11.2023.

[ACM Style]

Dong Hyun Lim and Dea-woo Park. 2021. Artificial Intelligence Acquisition and Response of Disaster Information Using Smart City High-Rise Wide-Angle CCTV. The Journal of Korean Institute of Communications and Information Sciences, 46, 11, (2021), 2023-2030. DOI: 10.7840/kics.2021.46.11.2023.

[KICS Style]

Dong Hyun Lim and Dea-woo Park, "Artificial Intelligence Acquisition and Response of Disaster Information Using Smart City High-Rise Wide-Angle CCTV," The Journal of Korean Institute of Communications and Information Sciences, vol. 46, no. 11, pp. 2023-2030, 11. 2021. (https://doi.org/10.7840/kics.2021.46.11.2023)

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pISSN : 1226 - 4717
eISSN : 2287 - 3880