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
fDate :
6/30/1905 12:00:00 AM
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;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2008.2002929