Fast Binarization with Chebyshev Inequality

研究成果: Conference contribution同行評審

4 引文 斯高帕斯(Scopus)

摘要

In order to enhance the binarization result of degraded document images with smudged and bleed-through background, we present a fast binarization technique that applies the Chebyshev theory in the image preprocessing. We introduce the Chebyshev filter which uses the Chebyshev inequality in the segmentation of objects and background. Our result shows that the Chebyshev filter is not only e.ective, but also simple, robust and easy to implement. Because of its simplicity, our method is su.ciently e.cient to process live image sequences in real-time. We have implemented and compared with the Document Image Binarization Contest datasets (H-DIBCO 2014) for testing and evaluation. .e experimental outcomes have demonstrated that this method achieved good result in this literature.

原文English
主出版物標題DocEng 2017 - Proceedings of the 2017 ACM Symposium on Document Engineering
發行者Association for Computing Machinery, Inc
頁面113-116
頁數4
ISBN(電子)9781450346894
DOIs
出版狀態Published - 31 8月 2017
事件17th ACM Symposium on Document Engineering, DocEng 2017 - Valletta, Malta
持續時間: 4 9月 20177 9月 2017

出版系列

名字DocEng 2017 - Proceedings of the 2017 ACM Symposium on Document Engineering

Conference

Conference17th ACM Symposium on Document Engineering, DocEng 2017
國家/地區Malta
城市Valletta
期間4/09/177/09/17

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