Accelerated Localization of the Iris as an Element of the Biometric System

Authors

  • Olesia Barkovska Kharkiv National University of Radio Electronics, Ukraine
  • Yevhenii Bas Kharkiv National University of Radio Electronics, Ukraine

DOI:

https://doi.org/10.30837/csitic52021232892

Keywords:

iris, computer vision, biometric athentication, iris recognition, ОpenCV, CUDA

Abstract

This work is devoted to the topic of localization and recognition of the unique and complex pattern of the iris, which is one of the elements of the biometric identification system along with such characteristics as fingerprints, palm prints, gestures, and facial features. The paper examines the performance of the algorithm for the localization and separation of the iris on the central and graphic processors using CUDA technology.

References

O. Barkovska, N. Axak, D. Rosinskiy and S. Liashenko, "Application of mydriasis identification methods in parental control systems," 2018 IEEE 9th International Conference on Dependable Systems, Services and Technologies (DESSERT), Kyiv, UKraine, 2018, pp. 459-463, doi: 10.1109/DESSERT.2018.8409177.

P. Kumari and S. R. Naidu, "Fast Approach for Iris Detection on GPU by Applying Search Localization for Circular Hough Transform," 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Bangalore, India, 2018, pp. 774-778, doi: 10.1109/ICACCI.2018.8554430.

L. Yuan and X. Xu, "Adaptive Image Edge Detection Algorithm Based on Canny Operator," 2015 4th International Conference on Advanced Information Technology and Sensor Application (AITS), Harbin, China, 2015, pp. 28-31, doi: 10.1109/AITS.2015.14.

O.Barkovska, I. Movsesian., N. Yeromina, O. Liashenko, D.Tkachenko, “System of individual multidimensional biometric authentication”, International Journal of Emerging Trends in Engineering Research, 2019, 7(12), pр. 812–817, DOI: 10.30534/ijeter/2019/147122019.

Published

2021-05-30

Issue

Section

DESIGN, IMPLEMENTATION AND OPERATION OF INFORMATION SYSTEMS AND TECHNOLOGIES