DocumentCode :
1591345
Title :
Extracting color halftones from printed documents using texture analysis
Author :
Dunn, Dennis F. ; Mathew, Niloufer E.
Author_Institution :
Dept. of Comput. Sci., Wyoming Univ., Laramie, WY, USA
Volume :
1
fYear :
1997
Firstpage :
787
Abstract :
Printed documents often contain text and halftones on the same page. When processing these documents electronically, it is important to separate halftones from text, since their processing requirements differ. We present an algorithm that extracts both grayscale and color halftones from other information in the page. Halftones are commonly produced as a pattern of dots on a fixed lattice. The halftone dot pattern forms an “invisible texture”, producing a spectral component distinct from the other information in the page. We show that a single circularly-symmetric bandpass filter, tuned to this spectral component, can be used to extract halftones from text, even in the presence of image rotations
Keywords :
band-pass filters; document image processing; feature extraction; image colour analysis; image texture; spectral analysis; circularly-symmetric bandpass filter; color halftones; dot pattern; fixed lattice; grayscale; image rotations; invisible texture; page; printed documents; processing requirements; spectral component; text; texture analysis; Band pass filters; Computer science; Data mining; Filter bank; Gabor filters; Gray-scale; Image color analysis; Lattices; Shape; Text analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 1997. Proceedings., International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
0-8186-8183-7
Type :
conf
DOI :
10.1109/ICIP.1997.648080
Filename :
648080
Link To Document :
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