Using a Hybrid Model for Image Recognition of Handwritten Text

Iskandarova , S.N.

Рақамли технологияларнинг назарий ва амалий масалалари · 2022-yil

Annotatsiya

In the recognition of Uzbek handwritten letters, an important issue is segmentation and its recognition. The curvature of the handwriting, cursive and word-to-word problems, incorrect placement of diacritics, and the presence of ups and downs lead to the processing of the segmentation problem. In the manuscripts, the performance of linear and word segmentation is shown based on results obtained from software based on the CNN+LSTM+CTC neural network model.

Maqola ma’lumotlari
MualliflarIskandarova , S.N.
JurnalРақамли технологияларнинг назарий ва амалий масалалари
NashriyotТАТУ Самарқанд филиали
ISSN2181-3086, 2181-3094
Nashr sanasi2022-09-10
Jild1
Son1
Betlar48-52
TilIngliz
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

segmentation, neural network, filtering, topology, handwriting, python, segmentatsiya, neyron tarmoq, filtratsiya, topologiya, qo’l yozma, python

Ilmiy soha

Texnika

Iqtibos keltirish

APAIskandarova , S.N. (2022). Using a Hybrid Model for Image Recognition of Handwritten Text. Рақамли технологияларнинг назарий ва амалий масалалари, 1(1), 48-52. https://ijdt.uz/index.php/ijdt/article/view/29
GOST (OAK)Iskandarova , S.N. Using a Hybrid Model for Image Recognition of Handwritten Text // Рақамли технологияларнинг назарий ва амалий масалалари. – 2022. – T. 1, № 1. – P. 48-52.
MLAIskandarova , S.N. “Using a Hybrid Model for Image Recognition of Handwritten Text.” Рақамли технологияларнинг назарий ва амалий масалалари, 1(1), 48-52, 2022. https://ijdt.uz/index.php/ijdt/article/view/29
ChicagoIskandarova , S.N. “Using a Hybrid Model for Image Recognition of Handwritten Text.” Рақамли технологияларнинг назарий ва амалий масалалари, 1(1), 48-52 (2022). https://ijdt.uz/index.php/ijdt/article/view/29
HarvardIskandarova , S.N (2022) ‘Using a Hybrid Model for Image Recognition of Handwritten Text’, Рақамли технологияларнинг назарий ва амалий масалалари, 1(1), 48-52. https://ijdt.uz/index.php/ijdt/article/view/29
BibTeX
@article{iskandarovasn2022,
  title = {Using a Hybrid Model for Image Recognition of Handwritten Text},
  author = {Iskandarova , S.N.},
  journal = {Рақамли технологияларнинг назарий ва амалий масалалари},
  year = {2022},
  volume = {1},
  number = {1},
  pages = {48-52},
  url = {https://ijdt.uz/index.php/ijdt/article/view/29}
}

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