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18th International Conference on Pattern Recognition (ICPR'06) Volume 2
Early feature stream integration versus decision level combination in a multiple classifier system for text line recognition
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
ASCII Text
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Roman Bertolami, Horst Bunke, "Early feature stream integration versus decision level combination in a multiple classifier system for text line recognition," Pattern Recognition, International Conference on, vol. 2, pp. 845-848, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006.
 
 
BibTex
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@article{ 10.1109/ICPR.2006.466,
author = {Roman Bertolami and Horst Bunke},
title = {Early feature stream integration versus decision level combination in a multiple classifier system for text line recognition},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2006},
issn = {1051-4651},
pages = {845-848},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.466},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Pattern Recognition, International Conference on
TI - Early feature stream integration versus decision level combination in a multiple classifier system for text line recognition
SN - 1051-4651
SP845
EP848
A1 - Roman Bertolami,
A1 - Horst Bunke,
PY - 2006
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
Roman Bertolami, University of Bern, Neubruckstrasse 10, CH-3012 Bern, Switzerland
Horst Bunke, University of Bern, Neubruckstrasse 10, CH-3012 Bern, Switzerland
This paper compares two different methods to combine feature streams to improve the performance of offline handwritten text line recognition systems. In both methods a pixel-based and a geometric feature stream are combined. The first method integrates the feature streams at an early stage whereas in the second method a combination step at the decision level is applied. In the experiments, the early integration approach outperforms the decision level combination as well as recognisers built from the individual feature streams.
Citation:
Roman Bertolami, Horst Bunke, "Early feature stream integration versus decision level combination in a multiple classifier system for text line recognition," icpr, vol. 2, pp.845-848, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006
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