Biometric identification and authentication based on a new method of a pulse wave contour forming
Геращенко Михаил Сергеевич, A. G. Fateev, Marina V. Markuleva, Andrey N. Astafyev, Sergey L. Zefirov, Sergey I. Gerashchenko · Journal of Physics Conference Series · 2020
Abstract The paper considers authentication methods, including biometric. The advantages, disadvantages and limitations of the known authentication methods are considered, and for the first time it is proposed to use hydrocuff pulse wave technology for biometric identification. A parameters set characterizing the pulse wave contour and its derivatives is defined. As the pulse wave mathematical processing result, a multiparametric feature space is formed. The paper considers the main problems that arise when collecting source data. To solve legal and ethical issues, as well as reduce the cost of forming a database, the possibility of applying algorithms for generating synthetic biometric images has been proved. Synthetic biometric images are designed to use neural network technologies for identification and authentication based on the large databases analysis.