Abstract: “Face recognition has received considerable attention from researchers in the areas of biometrics, pattern recognition, and computer vision. Security measures in airports can apply face recognition for passport verification, establishment of a list of criminals in police departments, visa processing, electoral identification verification, and ATM card security measure. A computational model of face recognition based on the images of a person captured via surveillance cameras is proposed in this study. This model is simple, accurate, and fast in several constrained environments, such as a household or an office. Back propagation method automatically improves the capabilities of face recognition systems through experimentation, with problems and goals stated clearly. With regard to the research design, a general methodology is adopted to achieve the research objectives.”

Keywords: face recognition, security, fingerprint, back propagation