The Anatomy of Bangla OCR System for Printed Texts using Back Propagation Neural Network

The Anatomy of Bangla OCR System for Printed Texts using Back Propagation Neural Network

Article ID

274V7

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The Anatomy of Bangla OCR System for Printed Texts using Back Propagation Neural Network

Shamim Ahmed Dhaka International University, Dhaka, Bangladesh

A.K.M. Najmus Sakib

Ishtiaque Mahmud

Md. Habibullah Belali

Samiur Rahman

DOI

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Abstract

This paper is based on Bangla (National Language of Bangladesh) Optical Character Recognition process for printed texts and its steps using Back Propagation Neural Network. Bangla character recognition is very important field of research because Bangla is most popular language in the Indian subcontinent. Pre-processing steps that follows are Image Acquisition, binarization, background removal, noise elimination, skew angle detection and correction, noise removal, line, word and character segmentations. In the post processing steps various features are extracted by applying DCT (Discrete Cosine Transform) from segmented characters. The segmented characters are then fed into a three layer feed forward Back Propagation Neural Network for training. Finally this network is used to recognize printed Bangla scripts.

The Anatomy of Bangla OCR System for Printed Texts using Back Propagation Neural Network

Authors

Shamim Ahmed Dhaka International University, Dhaka, Bangladesh

A.K.M. Najmus Sakib

Ishtiaque Mahmud

Md. Habibullah Belali

Samiur Rahman

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How to Cite

Shamim Ahmed. 1970. “. Unknown Journal GJCST Volume 12 (GJCST Volume 12 Issue 6): .

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Journal Specifications

GJCST Volume 12 Issue 6
Pg. 29- 38

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Submission Received April 10, 2012
Accepted May 2, 2012
Published May 15, 2012

Keywords

Artificial Neural Network Binarization Optical Character Recognition segmentation Skew Angle Detection

Article Matrices

Total Score: 105

Country: Unknown

Subject: Uncategorized

Authors: Shamim Ahmed, A.K.M. Najmus Sakib, Ishtiaque Mahmud, Md. Habibullah Belali, Samiur Rahman (PhD/Dr. count: 0)

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Publish Date: 1970 01, Thu

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