DocumentCode
998475
Title
Shading extraction and correction for scanned book images
Author
Meng, Gaofeng ; Zheng, Nanning ; Du, Shaoyi ; Song, Yonghong ; Zhang, Yuanlin
Author_Institution
Inst. of Artificial Intell. & Robot., Xi´´an Jiaotong Univ., Xi´´an
Volume
15
fYear
2008
fDate
6/30/1905 12:00:00 AM
Firstpage
849
Lastpage
852
Abstract
When one scans document pages from a bound book, shading artifacts are commonly occurred in the book spine area. In this letter, we propose a general-purpose method for image shading correction based on an assumption that the reflectance function of the page surface is piecewise constant and the illumination function is smooth. The proposed method is able to completely correct more general types of shading artifacts which are nonuniformly distributed along the book spine. Comparison experiments on a synthetic and a variety of real scanned book images demonstrate the feasibility and effectiveness of the proposed method.
Keywords
document image processing; image scanners; piecewise constant techniques; smoothing methods; document page scanning; illumination function; image shading correction; image shading extraction; piecewise constant; reflectance function; scanned book image; smooth function; Books; Image converters; Image processing; Image quality; Image restoration; Lighting; Optical character recognition software; Optical distortion; Reflectivity; Shape; Document image processing; image restoration; optical model; shading correction;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2008.2002929
Filename
4682549
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