PROSPECTIVE DIRECTIONS OF DEVELOPMENT OF BIOMETRIC TECHNOLOGIES

Authors

  • Sobirjon Radjabov
  • Ilyos Rabbimov
  • Narimon Xusainov
  • Barno Abdullayeva

Keywords:

biometrik texnologiyalar, multibiometriya, identifikatsiya, autentifikatsiya.

Abstract

The article discusses the latest achievements and prospects in the field of biometric technologies, which are rapidly developing due to their growing scope and unique characteristics. Attention is focused on new biometric technologies, such as gait identification, facial thermogram, keyboard stroke dynamics, ear shape and smell. Each of these technologies has unique advantages and limitations, which are analyzed in detail. In addition, the work examines the development of identification methods and algorithms, especially in the context of the use of deep learning and new neural network architectures, such as Kolmogorov-Arnold Networks. 

References

Йхапате М., Йхапате А.К. Идентификация человека по походке: Система, основанная на походке. – М.: Sciencia Scripts, 2023. – 64 с.

Михеев М. Ю., Гудков К. В., Астахова Т. Н., Макарова Е. Ю. Обработка информации в системе идентификации по термограмме лица // Вестник НГИЭИ. – № 4 (71), 2017. – С. 7-15.

Ворона В.А. Биометрическая идентификация личности. – М.: Горячая линия – Телеком, 2022. – 228 с.

Liu Z., et al. KAN: Kolmogorov-Arnold Networks. arXiv preprint arXiv (2024): 2404.19756.

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Published

2024-10-20

How to Cite

Radjabov, S., Rabbimov, I., Xusainov, N., & Abdullayeva, B. (2024). PROSPECTIVE DIRECTIONS OF DEVELOPMENT OF BIOMETRIC TECHNOLOGIES. The Descendants of Al-Fargani, 1(3), 68–72. Retrieved from http://al-fargoniy.uz/index.php/journal/article/view/488

Issue

No. 3 (2024):

Section

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Copyright (c) 2024 Собиржон Раджабов, Ильёс Раббимов, Наримон Хусаинов, Барно Абдуллаева

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This work is licensed under a Creative Commons Attribution 4.0 International License.

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