Transformation of images into a quantum representation based on the NEQR model

Собиров, Р.А., Мухамедиева, Д.Т., Бобомуродов, О.Ж.

Рақамли технологияларнинг назарий ва амалий масалалари · 2026-yil

Annotatsiya

This article provides a comprehensive overview of the NEQR (Novel Enhanced Quantum Representation) model, designed for processing classical images on quantum computers. NEQR encodes image pixels directly as binary qubit values (bit to bit), not through amplitude. This approach is very convenient for tasks such as image definition, contour separation, averaging, and histogram construction, and speeds up the calculation process several times through quantum parallelism. The article discusses the mathematical foundations of NEQR, algorithmic structure, qubit addressing, and the stages of forming the NEQR format using a real image as an example.

Maqola ma’lumotlari
MualliflarСобиров, Р.А., Мухамедиева, Д.Т., Бобомуродов, О.Ж.
JurnalРақамли технологияларнинг назарий ва амалий масалалари
NashriyotТАТУ Самарқанд филиали
ISSN2181-3086, 2181-3094
Nashr sanasi2026-03-02
Jild9
Son1
Betlar57-63
TilIngliz
Ilmiy sohaTexnika
DOI10.62132/ijdt.v9i1.323
Indeksga qo‘shilgan2026-08-26

Kalit so‘zlar

изображение, квантовое изображение, пиксель, NEQR, FRQI, вентиль CNOT, суперпозиция, кубит, машинное обучение, интенсивность, image, quantum image, pixel, NEQR, FRQI, CNOT gate, superposition, qubit, machine learning, intensity

Ilmiy soha

Iqtibos keltirish

APAСобиров, Р.А., Мухамедиева, Д.Т., & Бобомуродов, О.Ж. (2026). Transformation of images into a quantum representation based on the NEQR model. Рақамли технологияларнинг назарий ва амалий масалалари, 9(1), 57-63. https://doi.org/10.62132/ijdt.v9i1.323
GOST (OAK)Собиров, Р.А., Мухамедиева, Д.Т., Бобомуродов, О.Ж. Transformation of images into a quantum representation based on the NEQR model // Рақамли технологияларнинг назарий ва амалий масалалари. – 2026. – T. 9, № 1. – P. 57-63. – DOI: 10.62132/ijdt.v9i1.323.
MLAСобиров, Р.А., Мухамедиева, Д.Т., and Бобомуродов, О.Ж. “Transformation of images into a quantum representation based on the NEQR model.” Рақамли технологияларнинг назарий ва амалий масалалари, 9(1), 57-63, 2026. https://doi.org/10.62132/ijdt.v9i1.323
ChicagoСобиров, Р.А., Мухамедиева, Д.Т., and Бобомуродов, О.Ж. “Transformation of images into a quantum representation based on the NEQR model.” Рақамли технологияларнинг назарий ва амалий масалалари, 9(1), 57-63 (2026). https://doi.org/10.62132/ijdt.v9i1.323
HarvardСобиров, Р.А., Мухамедиева, Д.Т., and Бобомуродов, О.Ж (2026) ‘Transformation of images into a quantum representation based on the NEQR model’, Рақамли технологияларнинг назарий ва амалий масалалари, 9(1), 57-63. https://doi.org/10.62132/ijdt.v9i1.323
BibTeX
@article{article2026,
  title = {Transformation of images into a quantum representation based on the NEQR model},
  author = {Собиров, Р.А. and Мухамедиева, Д.Т. and Бобомуродов, О.Ж.},
  journal = {Рақамли технологияларнинг назарий ва амалий масалалари},
  year = {2026},
  volume = {9},
  number = {1},
  pages = {57-63},
  doi = {10.62132/ijdt.v9i1.323},
  url = {https://doi.org/10.62132/ijdt.v9i1.323}
}

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