PECULIARITIES OF FACE RECOGNITION SYSTEM CREATION

Modern access control system has some drawbacks. The authors suggest creating a system that uses face recognition to identify and authenticate the user. The modern level of development of computing tools allows to create that system, and it will be quite effective. Elastic graph matching, principal component analysis, hidden Markov models can be used to provide required effectiveness. It will be also necessary to provide sure difference between an alive person and his camera or video images. Therefore, the authors proposed to monitor blinking and heartbeat of an identified object. The authors also advise to carry out the calculation on the GPU instead of the CPU and use binary search trees and Fibonacci heap. This will give a significant gain in productivity and make available to use easily resource-intensive algorithms. The authors also classified the developed system and defined means of information security.