Smart Home Automation System for Intrusion Detection

被引:0
作者
Chowdhry, Danish [1 ]
Paranjape, Raman [1 ]
Laforge, Paul [1 ]
机构
[1] Univ Regina, Fac Engn & Appl Sci, Regina, SK, Canada
来源
2015 IEEE 14TH CANADIAN WORKSHOP ON INFORMATION THEORY (CWIT) | 2015年
关键词
Home automation; Internet; intrusion detection; histogram of oriented gradients; appliances; ARCHITECTURE;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the area of home security and protection, vision-based home automation systems (HAS) play a significant role. In this paper, we present the design and implementation of a smart HAS with incorporated intrusion detection to minimize damages caused by burglary. In addition, the proposed HAS integrates a web server to home appliances in order to remotely access and control their status. Intrusion detection, on the other hand, uses Histogram of Oriented Gradients (HOG) feature descriptors and a Support Vector Machine (SVM) classifier for accurate human detection by smartly rejecting false alarms arising from pets. This system comprised of a simple architecture and requires no human intervention. It allows for prompt accessibility, efficient usage of electricity and provides user convenience.
引用
收藏
页码:75 / 78
页数:4
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