DocumentCode :
1582861
Title :
A non-linear illuminations balancing for reconstructed degraded scanned text-photo image
Author :
Athimethphat, Maythapolnun ; Patanavijit, Vorapoj
Author_Institution :
Dept. of Bus. Data Anal., Assumption Univ., Bangkok, Thailand
fYear :
2010
Firstpage :
1158
Lastpage :
1163
Abstract :
Due to the advancement of digital media, a large number of electronic books are digitized from old paper books through digital cameras or scanners. The scanned image often contains the distractions such as noises outside the page boundary, skewed pages, and irregular distributions of image illumination that may degrade the quality of scanned images. As for this paper, we propose an alternative algorithm to improve the illuminated distribution of the scanned images. The algorithm can be applied on the uneven illumination where significant background shadows or illumination exists. It was tested with text-photo images including different types of document and desecration. The experiment results have shown that the proposed algorithm has produced a slightly improvement in performance in some cases of the text-based images, yet the improvement can be clearly seen for text-photo images as the results were compared with LLBT and SIBT methods.
Keywords :
cameras; document image processing; electronic publishing; image reconstruction; image scanners; lighting; text analysis; LLBT method; SIBT method; alternative algorithm; digital cameras; digital media; digital scanners; electronic books; illuminated distribution; image illumination; irregular distributions; nonlinear illuminations balancing; old paper books; page boundary; reconstructed degraded scanned text-photo image; scanned image quality; skewed pages; text-based images; text-photo images; Algorithm design and analysis; Image edge detection; Libraries; Lighting; Pixel; Signal processing algorithms; Text analysis; digitization; edge detection; light balance; object mark; uneven illuminations;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications and Information Technologies (ISCIT), 2010 International Symposium on
Conference_Location :
Tokyo
Print_ISBN :
978-1-4244-7007-5
Electronic_ISBN :
978-1-4244-7009-9
Type :
conf
DOI :
10.1109/ISCIT.2010.5665163
Filename :
5665163
Link To Document :
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