Document image binarization using retinex and global thresholding

Wagdy, M. and Faye, I. and Rohaya, D. (2015) Document image binarization using retinex and global thresholding. Electronic Letters on Computer Vision and Image Analysis, 14 (1). pp. 61-73. ISSN 15775097

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Abstract

Document images are usually degraded in the course of photocopying, faxing, printing, or scanning. Degradation problems seems negligible to human eyes but can be responsible for an abrupt decline in accuracy by the current generation of optical character recognition (OCR) systems. In this paper we present a binarization method based on retinex theory followed by a global threshold. The proposed method has been evaluated and compared to other existing methods. The experimental results showed high quality results in terms of visual criteria and OCR performance for the proposed method even for documents captured in an inadequate illumination condition.

Item Type: Article
Additional Information: cited By 8
Depositing User: Mr Ahmad Suhairi UTP
Date Deposited: 09 Nov 2023 16:18
Last Modified: 09 Nov 2023 16:18
URI: https://khub.utp.edu.my/scholars/id/eprint/6243

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