DocumentCode
3360537
Title
Separation of overlapped color planes for document images
Author
Zheng, Danian ; Sun, Jun ; Naoi, Satoshi ; Suwa, Misako ; Takebe, Hiroaki ; Hotta, Yoshinobu
Author_Institution
Fujitsu R&D Co. Ltd., Beijing, China
fYear
2010
fDate
26-29 Sept. 2010
Firstpage
1949
Lastpage
1952
Abstract
Color plane separation is very useful in processing color document images. Many reported methods take it as a multi-class classification problem and work not well in overlapped color regions. This paper proposed a simple but effective linear projection based method for separating overlapped color planes. The separation task is taken as a probability problem, i.e., in the output plane, target color should have high response and the other colors should have low response, or vice versa. Furthermore, it assumes that the number of foreground colors is low, typically one to four, and overlapped areas contain mixed colors instead of opaque covering. Experimental results demonstrate the effectiveness and flexibility of our method.
Keywords
image colour analysis; color plane separation; document image; linear projection method; multiclass classification problem; overlapped color plane; Color; Conferences; Feature extraction; Image color analysis; Pixel; Principal component analysis; Text analysis; Color planes; color clusters; color mixing; document images; projection axis;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location
Hong Kong
ISSN
1522-4880
Print_ISBN
978-1-4244-7992-4
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2010.5653139
Filename
5653139
Link To Document