Journal of technical research and development

Articles

Vol. 1 No. 3 (2023):

PREPROCESSING OF HANDWRITTEN SIGNATURES FOR OFFLINE METHOD

  • Umidjon Akhundjanov
Submitted
November 30, 2023
Published
2023-12-02

Abstract

An approach to pre-processing a signature image for its subsequent analysis is presented. In this work, pre-processing includes the transition of the image from color to grayscale, then to binary, scaling and orientation of the signature.

References

  1. Ахунджанов У. Ю., Старовойтов В. В. Предварительная обработка изображений рукописных подписей для последующего распознавания //Системный анализ и прикладная информатика. – 2022. – №. 2. – С. 4-9.
  2. Xayitov A., Mirzakarimov B. THE USE OF BIOMETRIC AUTHENTICATION TECHNIQUES FOR SAFEGUARDING DATA IN COMPUTER SYSTEMS AGAINST UNAUTHORIZED ACCESS OR BREACHES //Потомки Аль-Фаргани. – 2023. – Т. 1. – №. 2. – С. 33-36
  3. R.Zulunov. Artificial intelligence forms, approaches and implementation problems. Publishing House “Baltija Publishing”, 2023/2/16, p.355-360.
  4. Kayumov Ahror Muminjonovich. (2023). METHODS OF TECHNOLOGICAL MACHINERY MONITORING AND FAULT DIAGNOSIS. Intent Research Scientific Journal, 2(10), 11–17. Retrieved from https://intentresearch.org/index.php/irsj/article/view/219
  5. Elevating E-Commerce in Uzbekistan with Python. (2023). Journal of Technical Research and Development, 1(1), 43-45. https://jtrd.mcdir.me/index.php/jtrd/article/view/2
  6. Аkhundjanov U. Y., Starovoitov V. V. Static signature verification based on machine learning. – 2022.
  7. Starovoitov V. V., Akhundjanov U. Y. A new feature for handwritten signature image description based on local binary patterns //Informatics. – 2022. – Т. 19. – №. 3. – С. 62-73.
  8. Ermatova Z. ZAMONAVIY DASTURIY MAHSULOTLAR YARATISH VA SIFATINI YAXSHILASHDA DASTURLASH TILLARINI O ‘QITISHNING O ‘RNI //Research and implementation. – 2023.
  9. Ахунджанов У. Ю., Старовойтов В. В. Об инвариантности цифрового описания рукописной подписи //Системный анализ и прикладная информатика. – 2022. – №. 4. – С. 47-55.
  10. Xadjayev S. NEURAL NETWORKS AND ARTIFICIAL INTELLIGENCE IN PYTHON: REVIEW OF LIBRARIES AND FRAMEWORKS //Journal of technical research and development. – 2023. – Т. 1. – №. 2.
  11. Sh M. X., MS A. PYTHONDA DASTUR YOZISH QOIDALARI //SO ‘NGI ILMIY TADQIQOTLAR NAZARIYASI. – 2023. – Т. 6. – №. 4. – С. 113-119.
  12. Ахунджанов У. Ю., Старовойтов В. В. Off-line верификация рукописной подписи с применением сверточной нейронной сети //Системный анализ и прикладная информатика. – 2022. – №. 1. – С. 12-18.
  13. Kayumov A. The role of artificial intelligence in the educational process //Потомки Аль-Фаргани. – 2023. – Т. 1. – №. 1. – С. 35-38.
  14. Akhundjanov U. Y., Starovoitov V. V. PROBLEMS OF BIOMETRIC IDENTIFICATION IN ACCESS SYSTEMS. – 2021.
  15. Зулунов Р. М., Солиев Б. Н. ИСПОЛЬЗОВАНИЕ PYTHON ДЛЯ ИСКУССТВЕННОГО ИНТЕЛЛЕКТА И МАШИННОГО ОБУЧЕНИЯ //Al-Farg’oniy avlodlari. – 2023. – Т. 1. – №. 3. – С. 18-24.
  16. Musayev, X. (2023). GUI technologies in the Python programming language. Conference on Digital Innovation : "Modern Problems and Solutions".

Downloads

Download data is not yet available.