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6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007)
Fuzzy Model Based Recognition of Handwritten Hindi Numerals using Bacterial Foraging
Melbourne, Australia
July 11-July 13
ISBN: 0-7695-2841-4
ASCII Text
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M. Hanmandlu, A. V. Nath, A. C. Mishra, V. K. Madasu, "Fuzzy Model Based Recognition of Handwritten Hindi Numerals using Bacterial Foraging," Computer and Information Science, ACIS International Conference on, pp. 309-314, 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007.
 
 
BibTex
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@article{ 10.1109/ICIS.2007.103,
author = {M. Hanmandlu and A. V. Nath and A. C. Mishra and V. K. Madasu},
title = {Fuzzy Model Based Recognition of Handwritten Hindi Numerals using Bacterial Foraging},
journal ={Computer and Information Science, ACIS International Conference on},
volume = {0},
year = {2007},
isbn = {0-7695-2841-4},
pages = {309-314},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICIS.2007.103},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Computer and Information Science, ACIS International Conference on
TI - Fuzzy Model Based Recognition of Handwritten Hindi Numerals using Bacterial Foraging
SN - 0-7695-2841-4
SP309
EP314
A1 - M. Hanmandlu,
A1 - A. V. Nath,
A1 - A. C. Mishra,
A1 - V. K. Madasu,
PY - 2007
KW - null
VL - 0
JA - Computer and Information Science, ACIS International Conference on
ER -
 
M. Hanmandlu, Indian Institute of Technology, India
A. V. Nath, Netaji Subhas Institute of Technology, India
A. C. Mishra, Netaji Subhas Institute of Technology, India
V. K. Madasu, Queensland University of Technology, Australia
This paper presents the recognition of Handwritten Hindi Numerals. The recognition is based on the modified exponential membership function fitted to the fuzzy sets derived from features consisting of normalized distances obtained using the Box approach. The exponential membership function is modified by two structural parameters that are estimated by optimizing the entropy subject to the attainment of membership function to unity. The optimization strategy used is the foraging model of E.coli bacteria.
Citation:
M. Hanmandlu, A. V. Nath, A. C. Mishra, V. K. Madasu, "Fuzzy Model Based Recognition of Handwritten Hindi Numerals using Bacterial Foraging," icis, pp.309-314, 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007
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