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- Article name
- Methods for recognizing a person by their facial features (Review)
- Authors
- Lozhnikov P. S., , lozhnikov@gmail.com, Omsk State Technical University, Omsk, Russia
Sulavko A. E., , sulavich@mail.ru, Omsk State Technical University, Omsk, Russia
Zhumazhanova S. S., , samal_shumashanova@mail.ru, Omsk State Technical University, Omsk, Russia
- Keywords
- identification / authentication / biometrics / feature extraction / face definition on the image / decision making algorithm
- Year
- 2017 Issue 4 Pages 32 - 43
- Code EDN
- Code DOI
- Abstract
- The problem of differentiation of access to information resources remains relevant. To date, the methods of its solving are actively developing. Those methods are based on recognizing of a person by the characteristics of the face. The analysis of scientific literature on this problem is carried out. The circle of tasks and problems that arising while development of the human recognition system by face is outlined. A brief description of the main methods and approaches are used to their solving is given. The results achieved in this field are presented. The conclusion about the efficiency of some neural network decision-making algorithms in the tasks of human images verification based on the features of face is made and the ways of their modernization is outlined.
- Text
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