The method of statistical processing of data of RGB pixels of color images based on the system of residual classes

  • Nataliia Vozna д. т. н., професор, Західноукраїнський НУ, вул. Львівська, 11, 46009, Тернопіль
  • Ihor Pitukh к. т. н., доцент, Західноукраїнський національний університет
  • Lydmula Hryha інженер-електронік, ВСП “Надвірнянський фаховий коледж” НТУ, вул. Соборна

Abstract

The paper analyzes the system characteristics of CCD matrixes of RGB pixels of color images and the scope of their application in scientific, industrial, and military fields. The volumes and rates of formation of data streams represented by byte-oriented codes of RGB pixels by the codes of the number-theoretic bases of Rademacher and Crestenson are determined. The proposed method of statistical processing of RGB pixel data, which is used in the construction of cumulative histograms in image recognition algorithms. A structural diagram of a high-performance processor for determining selective mathematical expectation was developed and its system characteristics were investigated.

References

References

Oficijnyj sajt Sony: Rezhym dostupu: https://www.sony.com

Oficijnyj sajt Samsung: Rezhym dostupu: https://www.samsung.com

N.Y. Vozna Algorithms for Solving Problems of Cryptographic Protection of Color Image Pixels in the Rademacher’s Basis and Residue Number Systems [Electronic resourse] / N.Y. Vozna, Y.M. Nykolaichuk,O.I. Volynskyi // Cybernetics and Systems Analysis. Springer. – Electronic data. May 2019, Volume 55, Issue 3, pp 474–487. https://doi.org/10.1007/s10559-019-00155-2.

Declarative Patent of Ukraine, Patent 116176, March, 2016 (in Ukrainian)

Declarative Patent of Ukraine, Patent 146833, December, 2021 (in Ukrainian)

Published
2023-06-13
How to Cite
Vozna, N., Pitukh, I., & Hryha, L. (2023). The method of statistical processing of data of RGB pixels of color images based on the system of residual classes. PHYSICO-MATHEMATICAL MODELLING AND INFORMATIONAL TECHNOLOGIES, (36), 43-47. Retrieved from http://fmmit.lviv.ua/index.php/fmmit/article/view/273