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
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;
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
DOI :
10.1109/ICMLC.2009.5212718