Automated surveillance in distributed, visual networks: an empirical comparison of recent algorithms
This article was published in the International Journal of Control and Automation [© 2014 Science and Engineering Research Support Society] and the definite version is available at: http://doi.org/10.14257/ijca.2014.7.3.37 The Article's website is at: http://www.sersc.org/journals/IJCA/vol7_n...
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© 2014 Science and Engineering Research Support Society
2016
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| גישה מקוונת: | http://hdl.handle.net/10361/7032 |
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10361-70322016-11-29T08:39:04Z Automated surveillance in distributed, visual networks: an empirical comparison of recent algorithms Ahmed, Tarem Ahmed, Supriyo Sabbir Pathan, Al-Sakib Khan Department of Electrical and Electronic Engineering This article was published in the International Journal of Control and Automation [© 2014 Science and Engineering Research Support Society] and the definite version is available at: http://doi.org/10.14257/ijca.2014.7.3.37 The Article's website is at: http://www.sersc.org/journals/IJCA/vol7_no3.php A number of algorithms have been recently proposed for automatic intruder detection from CCTV images. Past researchers have typically tested these algorithms on centralized networks where all images are transmitted to a central control room. This paper demon- strates the applicability of a selection of such algorithms to a distributed network of wireless sensors. A distributed network of wireless visual sensors was simulated using a number of high-resolution webcams setup in the hallways of an academic building. The selected algo- rithms were then applied in a distributed fashion at each node. An empirical comparison of the most popular of the recent algorithms on a simulation of a wireless sensor network was thus obtained. This paper provides corroborating evidence in support of the most effective of such algorithms to the problem of automatic anomaly detection from image streams. 2016-11-29T08:34:35Z 2016-11-29T08:34:35Z 2014 Article Ahmed, T., Ahmed, S., & Pathan, A. -. K. (2014). Automated surveillance in distributed, visual networks: An empirical comparison of recent algorithms. International Journal of Control and Automation, 7(3), 389-400. doi:10.14257/ijca.2014.7.3.37 20054297 http://hdl.handle.net/10361/7032 10.14257/ijca.2014.7.3.37 en http://www.sersc.org/journals/IJCA/vol7_no3.php © 2014 Science and Engineering Research Support Society |
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Brac University |
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Institutional Repository |
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English |
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This article was published in the International Journal of Control and Automation [© 2014 Science and Engineering Research Support Society] and the definite version is available at: http://doi.org/10.14257/ijca.2014.7.3.37 The Article's website is at:
http://www.sersc.org/journals/IJCA/vol7_no3.php |
| author2 |
Department of Electrical and Electronic Engineering |
| author_facet |
Department of Electrical and Electronic Engineering Ahmed, Tarem Ahmed, Supriyo Sabbir Pathan, Al-Sakib Khan |
| format |
Article |
| author |
Ahmed, Tarem Ahmed, Supriyo Sabbir Pathan, Al-Sakib Khan |
| spellingShingle |
Ahmed, Tarem Ahmed, Supriyo Sabbir Pathan, Al-Sakib Khan Automated surveillance in distributed, visual networks: an empirical comparison of recent algorithms |
| author_sort |
Ahmed, Tarem |
| title |
Automated surveillance in distributed, visual networks: an empirical comparison of recent algorithms |
| title_short |
Automated surveillance in distributed, visual networks: an empirical comparison of recent algorithms |
| title_full |
Automated surveillance in distributed, visual networks: an empirical comparison of recent algorithms |
| title_fullStr |
Automated surveillance in distributed, visual networks: an empirical comparison of recent algorithms |
| title_full_unstemmed |
Automated surveillance in distributed, visual networks: an empirical comparison of recent algorithms |
| title_sort |
automated surveillance in distributed, visual networks: an empirical comparison of recent algorithms |
| publisher |
© 2014 Science and Engineering Research Support Society |
| publishDate |
2016 |
| url |
http://hdl.handle.net/10361/7032 |
| work_keys_str_mv |
AT ahmedtarem automatedsurveillanceindistributedvisualnetworksanempiricalcomparisonofrecentalgorithms AT ahmedsupriyosabbir automatedsurveillanceindistributedvisualnetworksanempiricalcomparisonofrecentalgorithms AT pathanalsakibkhan automatedsurveillanceindistributedvisualnetworksanempiricalcomparisonofrecentalgorithms |
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1814307530223910912 |