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Pattern Recognition Using Modified Compression Algorithm With Mexican Hat (MCAMH)

Rishav Upadhyay1 , Prasenjit Biswas2 , Partha Protim Poddar3 , Rakesh Kumar Mandal4

Section:Research Paper, Product Type: Conference Paper
Volume-03 , Issue-01 , Page no. 30-35, Feb-2015

Online published on Feb 18, 2015

Copyright © Rishav Upadhyay, Prasenjit Biswas, Partha Protim Poddar , Rakesh Kumar Mandal . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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IEEE Style Citation: Rishav Upadhyay, Prasenjit Biswas, Partha Protim Poddar , Rakesh Kumar Mandal, “Pattern Recognition Using Modified Compression Algorithm With Mexican Hat (MCAMH),” International Journal of Computer Sciences and Engineering, Vol.03, Issue.01, pp.30-35, 2015.

MLA Style Citation: Rishav Upadhyay, Prasenjit Biswas, Partha Protim Poddar , Rakesh Kumar Mandal "Pattern Recognition Using Modified Compression Algorithm With Mexican Hat (MCAMH)." International Journal of Computer Sciences and Engineering 03.01 (2015): 30-35.

APA Style Citation: Rishav Upadhyay, Prasenjit Biswas, Partha Protim Poddar , Rakesh Kumar Mandal, (2015). Pattern Recognition Using Modified Compression Algorithm With Mexican Hat (MCAMH). International Journal of Computer Sciences and Engineering, 03(01), 30-35.

BibTex Style Citation:
@article{Upadhyay_2015,
author = {Rishav Upadhyay, Prasenjit Biswas, Partha Protim Poddar , Rakesh Kumar Mandal},
title = {Pattern Recognition Using Modified Compression Algorithm With Mexican Hat (MCAMH)},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {2 2015},
volume = {03},
Issue = {01},
month = {2},
year = {2015},
issn = {2347-2693},
pages = {30-35},
url = {https://www.ijcseonline.org/full_spl_paper_view.php?paper_id=5},
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
UR - https://www.ijcseonline.org/full_spl_paper_view.php?paper_id=5
TI - Pattern Recognition Using Modified Compression Algorithm With Mexican Hat (MCAMH)
T2 - International Journal of Computer Sciences and Engineering
AU - Rishav Upadhyay, Prasenjit Biswas, Partha Protim Poddar , Rakesh Kumar Mandal
PY - 2015
DA - 2015/02/18
PB - IJCSE, Indore, INDIA
SP - 30-35
IS - 01
VL - 03
SN - 2347-2693
ER -

           

Abstract

Making a machine understand and recognize a character is a challenge. This is also factored as many researchers have indulged in building worthy hardware and necessary software for character recognition. A well known tool to solve this problem is Artificial Neural Network (ANN). In this paper, Mexican Hat, a fixed-weight net, is used to improve the precision than the previous attempts which already have been introduced. Here 14 X 14 image matrices have been taken as input and then compressed into 7 X 7 matrices, reducing the elements which are of no or little significance. Mexican Hat is used to recognize the alphabet.

Key-Words / Index Term

ANN, MCAMH, Compression, Mexican Hat

References

[1] Hand Written English Character Recognition using Column-wise Segmentation of Image Matrix (CSIM), Rakesh Kumar Mandal and N R Manna.
[2] Fundamentals of Neural Networks, Architectures, Algorithms and Applications, Laurene Fausett, Pearson Education
[3] Rakesh Kumar Mandal and N R Manna, Hand Written English Character Recognition using Row-wise Segmentation Technique (RST), International Symposium on Devices MEMS, Intelligent Systems & Communication (ISDMISC) 2011, Proceedings published by International Journal of Computer Applications (IJCA).
[4] Neural Networks, G.N. Swamy, G. Vijay Kumar, SCITECH