Techniques For Face Verification: Literature Review

Abstract

The aims of this research are to conduct a survey on face verification techniques and to discuss the methods that they used and which one was the optimal and for what it is the best. We searched for articles and review papers related to face verification techniques. Ten papers were selected based on the year of publication and the techniques used. The techniques were studied and a summary report of the techniques used is created. We also suggest merging two techniques that may increase accuracy and effectiveness of verification. A summary report of various techniques by researchers is created. An approach by merging two techniques included in the summary report is suggested to enhance verification. The presence of variable illumination, pretense, facial look, growing old and other unsystematic reasons regularly cause identification errors to occur. Moreover increase in level of controlling and executing of the face verification methods is not only difficult even though it is a critical sense of function. Face verification has a huge contribution in different types of media purposes, like security access control, monitoring and control, retrieval of images, etc. They are used in many domains such as banks, airplanes, police areas and others. Several methods have proved to be the best to show a potential move towards the development of performance achieved since more than prompt and verification.