DocumentCode
1678214
Title
Border detection of document images scanned from large books
Author
Shamqoli, Maryam ; Khosravi, Hossein
Author_Institution
Dept. of Electr. & Robotic Eng., Shahrood Univ. of Technol., Shahrood, Iran
fYear
2013
Firstpage
84
Lastpage
88
Abstract
Document images usually suffer from some unwanted transformations like skew and warping. When dealing with large books, another problem is also introduced; when we capture a page of a large book using digital camera or scanner, some extra margins appears. The resulting document is often framed by a dark border and noisy text regions from neighboring page. In this paper, we introduce a novel technique for enhancing the document images by automatically detecting the document borders and cutting out noisy area. Our methodology is based on projecting profiles combined with an edge detection process. Experimental results on several document images, mainly historical with a small slope, indicate the effectiveness of the proposed technique.
Keywords
document image processing; edge detection; image enhancement; image sensors; border detection; dark border; digital camera; document borders; document image enhancement; document images; edge detection process; large books; neighboring page; noisy text regions; scanner; skew; unwanted transformations; warping; Classification algorithms; Histograms; Image edge detection; Noise; Noise measurement; Optical character recognition software; Wiener filters; Border Detection; Edge Detection; OCR Preprocessing; Projection Profile;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Vision and Image Processing (MVIP), 2013 8th Iranian Conference on
Conference_Location
Zanjan
ISSN
2166-6776
Print_ISBN
978-1-4673-6182-8
Type
conf
DOI
10.1109/IranianMVIP.2013.6779955
Filename
6779955
Link To Document