Title :
Smart security system for sensitive area using face recognition
Author :
Chowdhry, Danish Ali ; Hussain, Amir ; Ur Rehman, M.Z. ; Ahmad, Farhan ; Ahmad, Ayaz ; Pervaiz, M.
Author_Institution :
Dept. of Electr. Eng., COMSATS Inst. of Inf. Technol., Islamabad, Pakistan
fDate :
May 30 2013-June 1 2013
Abstract :
Face recognition play a vital role in variety of applications from biometrics, surveillance, security, identification to the authentication. In this paper we design and implement a smart security system for restricted area where access is limited to people whose faces are available in the training database. First we are going to detect the face by detecting the human motion. Then face recognition is performed to determine the authority of the person to enter the sensitive area. At the same time, we track the coordinate of detected motion. Failing to recognize the face finally passes the estimated coordinate to anesthetic gun for targeting the intruder automatically. Experimental results demonstrate the effectiveness of proposed security system in order to restrict the unauthorized access and enhanced reliability by use of face recognition.
Keywords :
authorisation; face recognition; image motion analysis; object detection; anesthetic gun; authentication; authority; biometrics; face detection; face recognition; human motion detection; identification; intruder target; restricted area; sensitive area; smart security system; surveillance; training database; unauthorized access restriction; Cameras; Control systems; Face; Face recognition; Principal component analysis; Security; Surveillance; face detection; face recognition; multi-camera surveillance; principal component analysis; tracking;
Conference_Titel :
Sustainable Utilization and Development in Engineering and Technology (CSUDET), 2013 IEEE Conference on
Conference_Location :
Selangor
Print_ISBN :
978-1-4673-4689-4
DOI :
10.1109/CSUDET.2013.6670976