Research of the Correlation Between the Results of Detection the Liveliness of a Face and Its Identification by Facial Recognition Systems
摘要
In this paper, the hypothesis is investigated that a system capable of solving the problem of face-anti-spoofing with biometric authentication is capable of partially solving the recognition problem without additional recognition modules, by finding and excluding those persons who have a low probability of being successfully recognized. To do this, the paper considers the device of the basic facial recognition system, highlighting the role of the anti-spoofing module. Other approaches to face recognition and selection of images that do not contain faces have also been studied. The problem under study is formalized and presented in mathematical form for further experiments. During a series of experiments on selected data sets, the results were obtained and visualized, proving the absence of a relationship between the operation of the anti-spoofing module and the facial recognition module. In conclusion, plans for further work in this direction are also presented. #COMESYSO1120.