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Numeral Recognition by Weighting Local Decisions
Edinburgh, Scotland August 03-August 06
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICDAR.2003.1227821Seventh International Conference on D ...
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G. Dimauro, S. Impedovo, R. Modugno, G. Pirlo, "Numeral Recognition by Weighting Local Decisions," Document Analysis and Recognition, International Conference on, vol. 2, pp. 1070, Seventh International Conference on Document Analysis and Recognition (ICDAR'03) - Volume 2, 2003.
 
 
BibTex
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@article{ 10.1109/ICDAR.2003.1227821,
author = {G. Dimauro and S. Impedovo and R. Modugno and G. Pirlo},
title = {Numeral Recognition by Weighting Local Decisions},
journal ={Document Analysis and Recognition, International Conference on},
volume = {2},
year = {2003},
isbn = {0-7695-1960-1},
pages = {1070},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICDAR.2003.1227821},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Document Analysis and Recognition, International Conference on
TI - Numeral Recognition by Weighting Local Decisions
SN - 0-7695-1960-1
SP
EP
A1 - G. Dimauro,
A1 - S. Impedovo,
A1 - R. Modugno,
A1 - G. Pirlo,
PY - 2003
KW - null
VL - 2
JA - Document Analysis and Recognition, International Conference on
ER -
 
G. Dimauro, Universit? degli Studi di Bari
S. Impedovo, Universit? degli Studi di Bari
R. Modugno, Universit? degli Studi di Bari
G. Pirlo, Universit? degli Studi di Bari
This paper presents a new technique to improve the combination of classification decisions obtained from local analysis of patterns. Specifically, a genetic algorithm is used to determine the optimal weight vector to balance the local decisions in the combination process.
The experimental results, carried out in the field of hand-written numeral recognition, demonstrate the effectiveness of the new technique.
Citation:
G. Dimauro, S. Impedovo, R. Modugno, G. Pirlo, "Numeral Recognition by Weighting Local Decisions," icdar, vol. 2, pp.1070, Seventh International Conference on Document Analysis and Recognition (ICDAR'03) - Volume 2, 2003
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