DocumentCode
633000
Title
Identification of the global text skew based on the convex hulls
Author
Brodic, Darko ; Milivojevic, Dragan R. ; Tasic, Visa ; Milivojevic, Zoran N.
Author_Institution
Tech. Fac. in Bor, Univ. of Belgrade, Bor, Serbia
fYear
2013
fDate
20-24 May 2013
Firstpage
1009
Lastpage
1014
Abstract
Old printed documents represent the important part of our heritage. For theirs preservation, the digitalization is indispensable. The paper proposes the algorithm for the identification of the global text skew. It is based on the connected components made by the filled convex hulls around each text element. Furthermore, connected components are enlarged by morphological dilatation. Currently, the biggest connected component is extracted. The global orientation of the document is identified by its orientation. Efficiency and correctness of the algorithm is examined by testing on datasets. Obtained results proved the algorithms correctness.
Keywords
document image processing; history; text analysis; algorithm correctness; connected components; convex hulls; digitalization; global orientation; global text skew identification; heritage; morphological dilatation; old printed documents; text element; Algorithm design and analysis; Educational institutions; Estimation; Histograms; Image recognition; Lighting; Optical character recognition software;
fLanguage
English
Publisher
ieee
Conference_Titel
Information & Communication Technology Electronics & Microelectronics (MIPRO), 2013 36th International Convention on
Conference_Location
Opatija
Print_ISBN
978-953-233-076-2
Type
conf
Filename
6596404
Link To Document