“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.
|Journal series||Sensors, [SENSORS-BASEL], ISSN 1424-8220, (A 30 pkt)|
|Publication size in sheets||1.3|
|Keywords in English||“SmartMonitor”; visual surveillance; video content analysis; event detection; remote control; alarm; home automation|
|ASJC Classification||; ; ;|
|Score|| = 30.0, 10-01-2020, ArticleFromJournal|
= 30.0, 10-01-2020, ArticleFromJournal
|Publication indicators||: 2014 = 1.705; : 2014 = 2.245 (2) - 2014=2.474 (5)|
|Uwagi||Special Issue: Ambient Assisted Living (AAL): Sensors, Architectures and Applications|
* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.