DocumentCode
3101136
Title
Comparing background elimination approaches for processing of ancient Thai manuscipts on palm leaves
Author
Chamchong, Rapeeporn ; Fung, Chun Che
Author_Institution
Sch. of Inf. Technol., Murdoch Univ., Murdoch, WA, USA
Volume
6
fYear
2009
fDate
12-15 July 2009
Firstpage
3436
Lastpage
3441
Abstract
The objective of the Preservation of Palm Leaf Manuscripts Project at Mahasarakham University at Thailand is to preserve and retrieve traditional knowledge from ancient manuscripts recorded on palm leaves. An essential task in the process is to recognize the ancient characters automatically through image processing techniques. The paper compares different background elimination approaches which could be used. The aim is to improve the global and local adaptive thresholding techniques intelligently, and to form the pre-processing procedure in the automated process.
Keywords
document image processing; image segmentation; ancient Thai manuscipts; background elimination; global adaptive thresholding; image processing; local adaptive thresholding; palm leaves; Biomedical imaging; Character recognition; Cybernetics; History; Image processing; Image recognition; Image retrieval; Information retrieval; Machine learning; Optical noise; Background Elimination; Binarization; Document Segmentation; Thai ancient manuscripts; Thresholding Technique;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2009 International Conference on
Conference_Location
Baoding
Print_ISBN
978-1-4244-3702-3
Electronic_ISBN
978-1-4244-3703-0
Type
conf
DOI
10.1109/ICMLC.2009.5212718
Filename
5212718
Link To Document