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The Science and Information (SAI) Organization publishes open-access peer-reviewed journals in computer science and artificial intelligence.

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Research Article | Open Access |

Development of Intelligent Surveillance System Focused on Comprehensive Flow

Author 1: Shigeki Aoki Tatsuya Gibo Author 2: Eri Kuzumoto Author 3: Takao Miyamoto
International Journal of Advanced Computer Science and Applications (IJACSA) · Vol. 4, No. 12 · Published 2013

DOI: https://doi.org/10.14569/IJACSA.2013.041228

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Abstract

Surveillance cameras are today a common sight in public spaces and thoroughfares, where they are used to prevent crime and monitor traffic. However, human operators have limited attention spans and may miss anomalies. Here, we develop an intelligent surveillance system on the basis of spatio-temporal information in comprehensive flow of human traffic. The comprehensive flow is extracted from optical flows, and anomalies are identified on the basis of the spatiotemporal distribution. Because our system extracts only a few anomalies from many surveillance cameras, operators will not miss the important scenes. In experiment, we confirmed effectiveness of our intelligent surveillance system.

Keywords

Intelligent surveillance system comprehensive flow optical flow Shannon’s information theory

How to Cite this Article

Gibo, S. A. T., Kuzumoto, E., & Miyamoto, T. (2013). Development of Intelligent Surveillance System Focused on Comprehensive Flow. International Journal of Advanced Computer Science and Applications, 4(12). https://doi.org/10.14569/IJACSA.2013.041228

Gibo, Shigeki Aoki Tatsuya, et al.. "Development of Intelligent Surveillance System Focused on Comprehensive Flow." International Journal of Advanced Computer Science and Applications, vol. 4, no. 12, 2013, https://doi.org/10.14569/IJACSA.2013.041228.

@article{Gibo2013,
  title     = {Development of Intelligent Surveillance System Focused on Comprehensive Flow},
  journal   = {International Journal of Advanced Computer Science and Applications},
  volume    = {4},
  number    = {12},
  year      = {2013},
  publisher = {The Science and Information Organization},
  author    = {Shigeki Aoki Tatsuya Gibo and Eri Kuzumoto and Takao Miyamoto},
  doi       = {10.14569/IJACSA.2013.041228},
  url       = {https://doi.org/10.14569/IJACSA.2013.041228}
}

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