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 :
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