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Analysis of Optical Character Recognition using EasyOCR under Image Degradation

This project explores EasyOCR's performance with Latin characters under image degradation. Variables like character-background intensity difference, Gaussian blur, and relative character size were tested. EasyOCR excels in distinguishing unique lowercase and uppercase characters but tends to fa...

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Bibliographic Details
Main Authors: Salehudin, M. A. M., Basah, Shafriza Nisha, Yazid, Haniza, Safar, Muhammad Juhairi Aziz, Mat Som, Mohd Hanafi, Sidek, Khairul Azami
Format: Proceeding Paper
Language:English
English
Published: IOP Publishing 2023
Subjects:
TK7885 Computer engineering
Online Access:http://irep.iium.edu.my/111176/2/111176_Analysis%20of%20Optical%20Character%20Recognition%20using%20EasyOCR%20under%20Image%20Degradation.pdf
http://irep.iium.edu.my/111176/3/111176_Analysis%20of%20Optical%20Character%20Recognition%20using%20EasyOCR%20under%20Image%20Degradation_Scopus.pdf
http://irep.iium.edu.my/111176/
https://iopscience.iop.org/article/10.1088/1742-6596/2641/1/012001
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http://irep.iium.edu.my/111176/2/111176_Analysis%20of%20Optical%20Character%20Recognition%20using%20EasyOCR%20under%20Image%20Degradation.pdf
http://irep.iium.edu.my/111176/3/111176_Analysis%20of%20Optical%20Character%20Recognition%20using%20EasyOCR%20under%20Image%20Degradation_Scopus.pdf
http://irep.iium.edu.my/111176/
https://iopscience.iop.org/article/10.1088/1742-6596/2641/1/012001

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