Object oriented modeling framework of a Kohonen network based character recognition system

Ruchi Shukla; W. A. Clarke; T. Marwala

doi:10.1109/ICCCI.2012.6158810

Object oriented modeling framework of a Kohonen network based character recognition system

Ruchi Shukla, W. A. Clarke, T. Marwala

Faculty of Engineering and the Built Environment

University of Johannesburg

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

This paper presents an object-oriented modeling framework of a Kohonen network based character recognition system. The Kohonen network provides faster feature extraction and classification, more so when there are multiple languages present. The object-oriented modeling framework is likely to assist in the development of a meta-model for multi-lingual character recognition.

Original language	English
Title of host publication	2012 International Conference on Computer Communication and Informatics, ICCCI 2012
DOIs	https://doi.org/10.1109/ICCCI.2012.6158810
Publication status	Published - 2012
Event	2012 International Conference on Computer Communication and Informatics, ICCCI 2012 - Coimbatore, India Duration: 10 Jan 2012 → 12 Jan 2012

Publication series

Name	2012 International Conference on Computer Communication and Informatics, ICCCI 2012

Conference

Conference	2012 International Conference on Computer Communication and Informatics, ICCCI 2012
Country/Territory	India
City	Coimbatore
Period	10/01/12 → 12/01/12

Keywords

handwriting recognition
kohonen network
object-oriented modeling

ASJC Scopus subject areas

Computer Networks and Communications
Information Systems

Access to Document

10.1109/ICCCI.2012.6158810

Cite this

Shukla, R., Clarke, W. A., & Marwala, T. (2012). Object oriented modeling framework of a Kohonen network based character recognition system. In 2012 International Conference on Computer Communication and Informatics, ICCCI 2012 Article 6158810 (2012 International Conference on Computer Communication and Informatics, ICCCI 2012). https://doi.org/10.1109/ICCCI.2012.6158810

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title = "Object oriented modeling framework of a Kohonen network based character recognition system",

abstract = "This paper presents an object-oriented modeling framework of a Kohonen network based character recognition system. The Kohonen network provides faster feature extraction and classification, more so when there are multiple languages present. The object-oriented modeling framework is likely to assist in the development of a meta-model for multi-lingual character recognition.",

keywords = "handwriting recognition, kohonen network, object-oriented modeling",

author = "Ruchi Shukla and Clarke, {W. A.} and T. Marwala",

year = "2012",

doi = "10.1109/ICCCI.2012.6158810",

language = "English",

isbn = "9781457715822",

series = "2012 International Conference on Computer Communication and Informatics, ICCCI 2012",

booktitle = "2012 International Conference on Computer Communication and Informatics, ICCCI 2012",

note = "2012 International Conference on Computer Communication and Informatics, ICCCI 2012 ; Conference date: 10-01-2012 Through 12-01-2012",

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Shukla, R, Clarke, WA & Marwala, T 2012, Object oriented modeling framework of a Kohonen network based character recognition system. in 2012 International Conference on Computer Communication and Informatics, ICCCI 2012., 6158810, 2012 International Conference on Computer Communication and Informatics, ICCCI 2012, 2012 International Conference on Computer Communication and Informatics, ICCCI 2012, Coimbatore, India, 10/01/12. https://doi.org/10.1109/ICCCI.2012.6158810

Object oriented modeling framework of a Kohonen network based character recognition system. / Shukla, Ruchi; Clarke, W. A.; Marwala, T.
2012 International Conference on Computer Communication and Informatics, ICCCI 2012. 2012. 6158810 (2012 International Conference on Computer Communication and Informatics, ICCCI 2012).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

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AU - Shukla, Ruchi

AU - Clarke, W. A.

AU - Marwala, T.

PY - 2012

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AB - This paper presents an object-oriented modeling framework of a Kohonen network based character recognition system. The Kohonen network provides faster feature extraction and classification, more so when there are multiple languages present. The object-oriented modeling framework is likely to assist in the development of a meta-model for multi-lingual character recognition.

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KW - kohonen network

KW - object-oriented modeling

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DO - 10.1109/ICCCI.2012.6158810

M3 - Conference contribution

AN - SCOPUS:84858722917

SN - 9781457715822

T3 - 2012 International Conference on Computer Communication and Informatics, ICCCI 2012

BT - 2012 International Conference on Computer Communication and Informatics, ICCCI 2012

T2 - 2012 International Conference on Computer Communication and Informatics, ICCCI 2012

Y2 - 10 January 2012 through 12 January 2012

ER -

Object oriented modeling framework of a Kohonen network based character recognition system

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Keywords

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