Bangla character recognition system is developed by using automatic feature extraction and XOR operation

1
Md. Mojahidul Islam
Md. Mojahidul Islam
2
Md. Imran Hossain
Md. Imran Hossain
3
Md. Kislu Noman
Md. Kislu Noman
1 Islamic University, Bangladesh.
2 Pabna science and technology university, Bangladesh
3 Pabna science and technology University, pabna, Bangladesh

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This paper presents off-line bangle character recognition system using automatic feature extraction and XOR operation. In this system, the Bangla text is accepted as an image file which is first segmented into lines and words and then each word is segmented into characters. The pixels outside the boundary of the character are eliminated. The characters are scaled to a size equal to the database image. A XOR operation is performed between the scaled image and the database image and the error (%) is calculated. Finally, depending on the minimum error, the system recognizes the character to use in the output. The average recognition accuracy rate of the system was about 80%.

12 Cites in Articles

References

  1. Md Rahman,Md Shahidur Iqbal,Zafar (1998). Bangla Sorting Algorithm: A Linguistic Approach.
  2. Fahimm Minhaz,Tanvir Zibran,Shammi Arif,Abdus Rajiullah,Md (2002). Computer Representation of Bangla Character and Sorting of Bangla Words.
  3. Avijit Mallik,Rahat Rahman,Shaisful Islam (2024). Modeling and control for a maglev system using Simulink platform simulation.
  4. Robert Haralick,Linda Shapiro (1992). Computer and Robot Vision.
  5. Milan Sonka,Vaclav Hlavac,Roger Boyle (1998). Image Processing, Analysis and Machine Vision.
  6. (1997). Image processing Toolbox User's Guide-For Use with MATLAB, Version 2.
  7. Linda Shapiro,George Stockman (2001). Computer Vision.
  8. Ahmed Shah Mashiyat,Ahmed Shah Mehadi,Kamrul Hasan,Talukder (2004). Bangla off-line Handwritten character Recognition Using Superimposed Matrices.
  9. G Rafael,Richard Gonzalez,Steven Woods,Eddins Digital Image Processing Using MATLAB.
  10. Mahmud Jalal Uddin,Mohammed Feroz Raihan,Chowdhury Mofizur Rahman (2003). A Complete OCR System for Continuous Bangla Characters.
  11. S Anamul Haque,Shahida Arbi,Tabassum Tamanna,Sadia Mahsina,Itu Automatic Detection and Translation of Bengali Text on Road Sign for Visually Impaired.
  12. Abu Sayeed,Md Sohail,A Mahmudul Haque,M Mottalib (2004). Rotation Independent Image Object Recognition Using Automatic Feature Extraction and Artificial Neural Networks.

Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

Md. Mojahidul Islam. 2013. \u201cBangla character recognition system is developed by using automatic feature extraction and XOR operation\u201d. Global Journal of Computer Science and Technology - F: Graphics & Vision GJCST-F Volume 13 (GJCST Volume 13 Issue F2): .

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GJCST Volume 13 Issue F2
Pg. 13- 19
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Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

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April 16, 2013

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English

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This paper presents off-line bangle character recognition system using automatic feature extraction and XOR operation. In this system, the Bangla text is accepted as an image file which is first segmented into lines and words and then each word is segmented into characters. The pixels outside the boundary of the character are eliminated. The characters are scaled to a size equal to the database image. A XOR operation is performed between the scaled image and the database image and the error (%) is calculated. Finally, depending on the minimum error, the system recognizes the character to use in the output. The average recognition accuracy rate of the system was about 80%.

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Bangla character recognition system is developed by using automatic feature extraction and XOR operation

Md. Mojahidul Islam
Md. Mojahidul Islam Islamic University, Bangladesh.
Md. Imran Hossain
Md. Imran Hossain Pabna science and technology university, Bangladesh
Md. Kislu Noman
Md. Kislu Noman Pabna science and technology University, pabna, Bangladesh

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