Single Camera System for Surveillance, Identification and Reporting
Pages : 2268-2274
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Abstract
Modern camera surveillance systems incorporates motion tracking facility which will reduce the system cost ,power
consumption and improves the performance by sensing the movements of a suspected person. More over the system is capable to identify the person (thief)and able to report the same to the authority concerned ,it will definitely benefit the user to safe guard his valuables from theft and robbery. This system has to perform basically four operations such as sensing ,tracking, identifying and reporting .A PIR sensor array is used for sensing, an arduino based servo mechanism for tracking, A Gabor Volume based identification method for face detection and a GSM based system for reporting the location and details of the identified person. If the image of the person does not matches with the stored database, then information regarding the location with a remark “THE PERSON NOT IDENTIFIED ”will be sent otherwise the matching information of the identified person will be sent. Our system performs very well with an accuracy of more than 71% with inputting the images from stored database and with an accuracy of 63% with real time captured images. The performance of this system is better with less complexity and low cost.
Keywords: Camera surveillance system, PIR sensor, Gabor volume based local binary pattern