ADAPTIVE RESTRICTION AND A METHOD FOR DETERMINING THE ANGLE OF INCLINATION FOR BRAILLE TEXTS
Abstract
This article focuses on the principles of Optical Character Recognition (OCR) for the Latin Braille alphabet in the Uzbek language (the type of writing used by blind people). We employed multiple image processing and analysis streams to implement the text recognition process. In doing so, adaptive thresholding and tilt angle determination methods were thoroughly examined
References
"Twain, Reference Manual". HP Corporation O‘zMU xabarlari Вестник НУУз ACTA NUUz FILOLOGIYA 1/7 024 - 355 -
F. M. Whal. "Digital Image Signal Processing". Artech House, Inc. 1987
X. Fernández, F. Martín, A. Corbacho. "Algoritmos de Reconocimiento de Patrones: Aplicación a O.C.R. Braille". Proceedings of URSI-94. Gran Canaria, Spain. September, 1994
O.N.C.E. "Normas de Escritura Braille" (Spanish Edition of Braille Standards).
G. S. D. Farrow, M. A. Ireton, C.S. Xydeas. "Detecting the Skew Angle in Document Images". Signal Processing. Image Communication. Vol 6. Págs 101- 114. 1994
Axatov Akmal Rustamovich, and Ulug‘Murodov Shoh Abbos Baxodir O‘G‘Li. "“Deep learning” yordamida brayl yozuvidagi matnlarni tanib olishning usullari" Илм-фан ва инновацион ривожланиш / Наука и инновационное развитие, vol. 6, no. 1, 2023, pp. 32-41. doi:10.36522/2181-9637-2023-1-5
Akhatov, A. R., and Sh A. B. Ulugmurodov. ‘Braille Classification Algorithms Using Neural Networks’. Artificial Intelligence, Blockchain, Computing and Security Volume 2, CRC Press, 2023, pp. 654–659, https://doi.org10.1201/9781032684994-106.
Akmal Akhatov, & Shokh Abbos Ulugmurodov. (2023). TRAINING DATA SELECTION AND LABELING FOR MACHINE LEARNING BRAILLE RECOGNITION MODELS. International Journal of Contemporary Scientific and Technical Research, (Special Issue), 15–21. Retrieved from https://journal.jbnuu.uz/index.php/ijcstr/article/view/326
Axatov Akmal Rustamovich, & Ulug‘murodov Shoh Abbos Baxodir o‘g‘li. (2022). INKLUZIV TA’LIMDA INNOVATSION SENSORLI O‘QITISH TEXNOLOGIYASI. International Journal of Contemporary Scientific and Technical Research, 1(2), 213– 216. Retrieved from https://journal.jbnuu.uz/index.php/ijcstr/article/view/160
Akhatov , A. ., & Ulugmurodov , A. . (2022). METHODS AND ALGORITHMS FOR SEPARATION OF TEXT WRITTEN IN BRAILLE INTO CLASSES USING NEURAL NETWORK TECHNOLOGIES. Евразийский журнал математической теории и компьютерных наук, 2(11), 4–8. извлечено от https://www.in-academy.uz/index.php/EJMTCS/article/view/4248
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