DocumentCode
2172201
Title
A dynamic window based method for binarization of document images
Author
Vatwani, Kapil ; Dwivedi, Atul
Author_Institution
BITS Pilani, Pilani, India
fYear
2013
fDate
21-23 Sept. 2013
Firstpage
142
Lastpage
146
Abstract
Thresholding is an important step in the identification of text in document images. A no. of global and local thresholding techniques have been proposed for the binarization of document images. In this paper we present a a new dynamic window based thresholding approach where the thresholding is performed locally over a dynamic window by means of a hard clustering based approach. A performance comparison of the proposed method is also carried out with some of the widely used thresholding techniques.
Keywords
document image processing; image segmentation; text analysis; document image binarization; dynamic window based method; text identification; thresholding approach; thresholding techniques; Dissimalarity based classification; GrayLevel Co-occurrence matrix; Thresholding; global and local thresholding;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Electronic Systems (ICAES), 2013 International Conference on
Conference_Location
Pilani
Print_ISBN
978-1-4799-1439-5
Type
conf
DOI
10.1109/ICAES.2013.6659379
Filename
6659379
Link To Document