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PTZ-Surveillance coverage based on artificial intelligence for smart cities
Faculty
Computer Science
Year:
2019
Type of Publication:
ZU Hosted
Pages:
Authors:
Khalid Aly Eldrandaly Mohamed Saeed Eldrandaly
Staff Zu Site
Abstract In Staff Site
Journal:
International Journal of Information Management ELSEVIER
Volume:
Keywords :
PTZ-Surveillance coverage based , artificial intelligence , smart
Abstract:
Surveillance cameras have a plethora of usages in newly born cities including smart traffic, healthcare, monitoring, and meeting security needs. One of the most famous new cites is the Egypt's new administration capital “New Cairo”. The new administration capital of Egypt mainly characterizes with the green life style via the "Green River ". In this paper, a new enhanced Artificial Intelligence (AI) algorithm is introduced for adjusting the orientation of Pan–Tilt–Zoom (PTZ) surveillance cameras in new Cairo. In other words, the new proposed algorithm is used for improving the field of view (FOV) coverage of PTZ cameras network. For validating the proposed algorithm, it is tested on many scenarios with different criterions. After that, the proposed algorithm is applied to adjust the PTZ monitoring cameras in the green river which locates on new administrative capital as an equivalent to the river Nile. In addition, it compared with several other AI algorithms through the appropriate statistical analysis. The overall experimental results indicate the prosperity of the proposed algorithm for increasing the coverage of the PTZ surveillance system.
Author Related Publications
Khalid Aly Eldrandaly Mohamed Saeed Eldrandaly, "An Expert GIS-Based ANP-OWA Decision Making Framework for Tourism Development Site Selection", MECS Publisher, 2014
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Khalid Aly Eldrandaly Mohamed Saeed Eldrandaly, "A Modified Artificial Bee Colony Algorithm for Solving Least-Cost Path Problem in Raster GIS", Natural Sciences Publishing Corporation., 2015
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Khalid Aly Eldrandaly Mohamed Saeed Eldrandaly, "A COM-based Spatial Decision Support System for Industrial Site Selection", GIDA, 2003
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Khalid Aly Eldrandaly Mohamed Saeed Eldrandaly, "Integrating GIS and MCDM Using COM Technology", Zarqa University., 2005
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Khalid Aly Eldrandaly Mohamed Saeed Eldrandaly, "A COM-based expert system for selecting the suitable map projection in ArcGIS", Elsevier Limited., 2006
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