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Security and surveillance are the two important aspects of human being in day to day life. In this project, it has been proposed that face detection and recognition system will capable of processing images very fast at 15 or 20 frames/sec with 544 x 288, 640 x 480 or any resolution from C270HD Logitech webcam, while acquiring maximum true detection rate and very low false positive rate. In our implementation system, we followed three aspects which are important. First one is Viola and Jones algorithm for face detection, second is principal component analysis algorithm for facial feature...