“SmartMonitor” - An Intelligent Security System for the Protection of Individuals and Small Properties with the Possibility of Home Automation

Dariusz Frejlichowski , Katarzyna Gościewska , Paweł Forczmański , Radosław Hofman

Abstract

“SmartMonitor” is an intelligent security system based on image analysis that combines the advantages of alarm, video surveillance and home automation systems. The system is a complete solution that automatically reacts to every learned situation in a pre-specified way and has various applications, e.g., home and surrounding protection against unauthorized intrusion, crime detection or supervision over ill persons. The software is based on well-known and proven methods and algorithms for visual content analysis (VCA) that were appropriately modified and adopted to fit specific needs and create a video processing model which consists of foreground region detection and localization, candidate object extraction, object classification and tracking. In this paper, the “SmartMonitor” system is presented along with its architecture, employed methods and algorithms, and object analysis approach. Some experimental results on system operation are also provided. In the paper, focus is put on one of the aforementioned functionalities of the system, namely supervision over ill persons.
Author Dariusz Frejlichowski - Zachodniopomorski Uniwersytet Technologiczny
Dariusz Frejlichowski,,
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, Katarzyna Gościewska - Zachodniopomorski Uniwersytet Technologiczny w Szczecinie (ZUT), MNiSW [80]
Katarzyna Gościewska,,
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, Paweł Forczmański
Paweł Forczmański,,
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, Radosław Hofman (WIiGE / KIE)
Radosław Hofman,,
- Department of Information Systems
Journal seriesSensors, [SENSORS-BASEL], ISSN 1424-8220, (A 30 pkt)
Issue year2014
Vol14
No6
Pages9922-9948
Publication size in sheets1.3
Keywords in English“SmartMonitor”; visual surveillance; video content analysis; event detection; remote control; alarm; home automation
ASJC Classification2208 Electrical and Electronic Engineering; 1303 Biochemistry; 3107 Atomic and Molecular Physics, and Optics; 1602 Analytical Chemistry
DOIDOI:10.3390/s140609922
URL https://www.mdpi.com/1424-8220/14/6/9922
Languageen angielski
Score (nominal)30
Score sourcejournalList
ScoreMinisterial score = 30.0, 10-01-2020, ArticleFromJournal
Ministerial score (2013-2016) = 30.0, 10-01-2020, ArticleFromJournal
Publication indicators Scopus SNIP (Source Normalised Impact per Paper): 2014 = 1.705; WoS Impact Factor: 2014 = 2.245 (2) - 2014=2.474 (5)
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UwagiSpecial Issue: Ambient Assisted Living (AAL): Sensors, Architectures and Applications
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