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Knowledge-Based Baseline Detection and Optimal Thresholding for Words Segmentation in Efficient Pre-Processing of Handwritten Arabic Text
April 07-April 09
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ITNG.2008.71Fifth International Conference on Inf ...
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Jawad H. AlKhateeb, Jinchang Ren, Stan S. Ipson, Jianmin Jiang, "Knowledge-Based Baseline Detection and Optimal Thresholding for Words Segmentation in Efficient Pre-Processing of Handwritten Arabic Text," Information Technology: New Generations, Third International Conference on, pp. 1158-1159, Fifth International Conference on Information Technology: New Generations (itng 2008), 2008.
 
 
BibTex
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@article{ 10.1109/ITNG.2008.71,
author = {Jawad H. AlKhateeb and Jinchang Ren and Stan S. Ipson and Jianmin Jiang},
title = {Knowledge-Based Baseline Detection and Optimal Thresholding for Words Segmentation in Efficient Pre-Processing of Handwritten Arabic Text},
journal ={Information Technology: New Generations, Third International Conference on},
volume = {0},
year = {2008},
isbn = {978-0-7695-3099-4},
pages = {1158-1159},
doi = {http://doi.ieeecomputersociety.org/10.1109/ITNG.2008.71},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Information Technology: New Generations, Third International Conference on
TI - Knowledge-Based Baseline Detection and Optimal Thresholding for Words Segmentation in Efficient Pre-Processing of Handwritten Arabic Text
SN - 978-0-7695-3099-4
SP1158
EP1159
A1 - Jawad H. AlKhateeb,
A1 - Jinchang Ren,
A1 - Stan S. Ipson,
A1 - Jianmin Jiang,
PY - 2008
KW - Arabic Handwriting
KW - Baseline
KW - Segmentation
KW - Horizontal and Vertical Projection
VL - 0
JA - Information Technology: New Generations, Third International Conference on
ER -
 
Techniques on detecting baseline and segmenting words in handwritten Arabic text are presented in this paper. Instead of using pure projection, knowledge of the location of the baseline is utilized for accurate baseline detection. Then, distances between words and subwords are respectively analyzed, and their statistical distributions are obtained to decide an optimal threshold in segmenting words. Results on IFN/ENIT database have validated our methods in terms of improved baseline detection and words segmentation for further recognition
Index Terms:
Arabic Handwriting, Baseline, Segmentation, Horizontal and Vertical Projection
Citation:
Jawad H. AlKhateeb, Jinchang Ren, Stan S. Ipson, Jianmin Jiang, "Knowledge-Based Baseline Detection and Optimal Thresholding for Words Segmentation in Efficient Pre-Processing of Handwritten Arabic Text," itng, pp.1158-1159, Fifth International Conference on Information Technology: New Generations (itng 2008), 2008
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