The combination of viola-jones and eigen faces algorithm for account identification for diploma

Abstract

This study aims to identify the account of the diploma/certificate owner in way of face recognition. The process of detecting the face image of diploma/certificate owner is using the Viola-Jones Method. The process is comparing existing face images in database using the Eigen face Algorithm. The trial material in the form of test data is totaling 10 people to identify ownership of data from a diploma/certificate. The test result using the Viola-Jones method and Eigen face algorithm obtained an accuracy value of 70%. The system can identify and recognize facial image data with the provisions of the face position facing to front of the camera, evenly distributed light intensity, and the distance between the face and computer camera ± 35 cm.