Content-Oriented Surveillance System Based on ICN in Disaster Scenarios

Koki Okamoto, Toru Mochida, Daichi Nozaki, Zheng Wen, Xin Qi, Takuro Sato

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper deals with an efficient image object detection method for use in a disaster prevention network that uses information-centric networking (ICN). In ICN for disaster prevention, a large number of surveillance cameras are arranged, and disaster image contents corresponding to the user's requests are distributed directly from the node attached to the surveillance camera. At this time, the name of the content requested by the user does not necessarily match the name of the image acquired by the surveillance camera. In this paper, the content requested by the user is processed and named using natural language processing (NLP). In addition, the image content from the surveillance camera is named using artificial intelligence technology. In this way, a method for improving the hit ratio between users and cameras was established. Furthermore, the volume of the interest packets decreases based on the information which area often occurs disaster. As a result, the network efficiency of ICN can be improved.

Original languageEnglish
Title of host publication2018 21st International Symposium on Wireless Personal Multimedia Communications, WPMC 2018
PublisherIEEE Computer Society
Pages484-489
Number of pages6
ISBN (Electronic)9781538657577
DOIs
Publication statusPublished - 2019 May 10
Event21st International Symposium on Wireless Personal Multimedia Communications, WPMC 2018 - Chiang Rai, Thailand
Duration: 2018 Nov 252018 Nov 28

Publication series

NameInternational Symposium on Wireless Personal Multimedia Communications, WPMC
Volume2018-November
ISSN (Print)1347-6890

Conference

Conference21st International Symposium on Wireless Personal Multimedia Communications, WPMC 2018
CountryThailand
CityChiang Rai
Period18/11/2518/11/28

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Keywords

  • Artificial Intelligence (AI)
  • Image Recognition
  • Information Centric Network (ICN)
  • Internet of Things (IoT)
  • Named Data Networking (NDN)
  • Natural Language processing (NLP)

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Human-Computer Interaction

Cite this

Okamoto, K., Mochida, T., Nozaki, D., Wen, Z., Qi, X., & Sato, T. (2019). Content-Oriented Surveillance System Based on ICN in Disaster Scenarios. In 2018 21st International Symposium on Wireless Personal Multimedia Communications, WPMC 2018 (pp. 484-489). [8712852] (International Symposium on Wireless Personal Multimedia Communications, WPMC; Vol. 2018-November). IEEE Computer Society. https://doi.org/10.1109/WPMC.2018.8712852