Title :
A dynamic window based method for binarization of document images
Author :
Vatwani, Kapil ; Dwivedi, Atul
Author_Institution :
BITS Pilani, Pilani, India
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;
Conference_Titel :
Advanced Electronic Systems (ICAES), 2013 International Conference on
Conference_Location :
Pilani
Print_ISBN :
978-1-4799-1439-5
DOI :
10.1109/ICAES.2013.6659379