DocumentCode
2567210
Title
A method to restore Chinese warped document images based on binding characters and building curved lines
Author
Liu, Hong ; Lu, Ye
Author_Institution
Key Lab. of Machine Perception & Intell., Peking Univ., Beijing, China
fYear
2009
fDate
11-14 Oct. 2009
Firstpage
984
Lastpage
990
Abstract
With rapid development of information technology, more and more document images are made by scanners. But new problem comes out that many of document images from thick books are warped. It is quite inconvenient for further process on computer. This paper introduces an integrative algorithm on restoring Chinese document images, which is a new filed and few researchers have worked on this subject yet. The complicated structure of Chinese ¿block words¿ makes the problem more difficult. To solve this, a restoring method which is based on binding characters iteratively and building curved lines using parallel lines method is introduced. In the phase of fitting, SVR is adopted instead of other parameter methods. An idea of collaboration is also recommended to guarantee the quality of the final results. Correction rate of 94% for experiment of 300 document images proves this method works out very well.
Keywords
document image processing; image restoration; Chinese warped document images; binding characters; building curved lines; image restoration; integrative algorithm; Books; Buildings; Cameras; Cybernetics; Image restoration; Intelligent structures; Laboratories; Machine intelligence; Surface fitting; USA Councils; document image; restoring; warped document;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location
San Antonio, TX
ISSN
1062-922X
Print_ISBN
978-1-4244-2793-2
Electronic_ISBN
1062-922X
Type
conf
DOI
10.1109/ICSMC.2009.5346063
Filename
5346063
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