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15th International Conference on Pattern Recognition (ICPR'00) - Volume 2
A New Integration Scheme with Multi-Layer Perceptron Networks for Handwritten Chinese Character Recognition
Barcelona, Spain
September 03-September 08
ISBN: 0-7695-0750-6
ASCII Text
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C.H. Wang, B.H. Xiao, R.W. Dai, "A New Integration Scheme with Multi-Layer Perceptron Networks for Handwritten Chinese Character Recognition," Pattern Recognition, International Conference on, vol. 2, pp. 2961, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 2, 2000.
 
 
BibTex
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@article{ 10.1109/ICPR.2000.906234,
author = {C.H. Wang and B.H. Xiao and R.W. Dai},
title = {A New Integration Scheme with Multi-Layer Perceptron Networks for Handwritten Chinese Character Recognition},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2000},
isbn = {0-7695-0750-6},
pages = {2961},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.906234},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - A New Integration Scheme with Multi-Layer Perceptron Networks for Handwritten Chinese Character Recognition
SN - 0-7695-0750-6
SP
EP
A1 - C.H. Wang,
A1 - B.H. Xiao,
A1 - R.W. Dai,
PY - 2000
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
C.H. Wang, Chinese Academy of Sciences
B.H. Xiao, Chinese Academy of Sciences
R.W. Dai, Chinese Academy of Sciences
In this paper, a new integration scheme with multi-layer perceptron (MLP) networks is proposed to solve handwritten Chinese character recognition (HCCR) problem. The idea of metasynthesis is emphasized in this scheme; human intelligence and computer capabilities are combined together through a procedure of two-step supervised learning. Compared with previous integration schemes, this scheme has much better performance and provides a promising way applying MLP to large vocabulary classification.
Citation:
C.H. Wang, B.H. Xiao, R.W. Dai, "A New Integration Scheme with Multi-Layer Perceptron Networks for Handwritten Chinese Character Recognition," icpr, vol. 2, pp.2961, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 2, 2000
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