A pattern recognition procedure for the identification of digital numbers in electrical meters using Neural Networks

Daladier Jabba; Miguel Rodriguez; Geovanni Berdugo; Maria Calle; Miguel A. Jimeno; Eduardo E. Zurek

doi:10.1109/ISIEA.2012.6496651

A pattern recognition procedure for the identification of digital numbers in electrical meters using Neural Networks

Daladier Jabba, Miguel Rodriguez, Geovanni Berdugo, Maria Calle, Miguel A. Jimeno, Eduardo E. Zurek

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

2 Scopus citations

Abstract

This paper presents an approach for number pattern recognition process applied to a practical example: identification of digital numbers in electrical meters using Neural Networks. Results of the implementation were confronted with real measurements for validation purposes.

Original language	English
Title of host publication	ISIEA 2012 - 2012 IEEE Symposium on Industrial Electronics and Applications
Pages	315-320
Number of pages	6
DOIs	https://doi.org/10.1109/ISIEA.2012.6496651
State	Published - 2012
Externally published	Yes
Event	2012 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2012 - Bandung, Indonesia Duration: Sep 23 2012 → Sep 26 2012

Publication series

Name	ISIEA 2012 - 2012 IEEE Symposium on Industrial Electronics and Applications

Conference

Conference	2012 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2012
Country/Territory	Indonesia
City	Bandung
Period	09/23/12 → 09/26/12

Keywords

contour method
crossing
feature extraction
histogram projection
neural networks
number recognition
pattern recognition
profiles

Access to Document

10.1109/ISIEA.2012.6496651

Cite this

Jabba, D., Rodriguez, M., Berdugo, G., Calle, M., Jimeno, M. A., & Zurek, E. E. (2012). A pattern recognition procedure for the identification of digital numbers in electrical meters using Neural Networks. In ISIEA 2012 - 2012 IEEE Symposium on Industrial Electronics and Applications (pp. 315-320). Article 6496651 (ISIEA 2012 - 2012 IEEE Symposium on Industrial Electronics and Applications). https://doi.org/10.1109/ISIEA.2012.6496651

@inproceedings{a85f215edbb94c8187374e8a3599c125,

title = "A pattern recognition procedure for the identification of digital numbers in electrical meters using Neural Networks",

abstract = "This paper presents an approach for number pattern recognition process applied to a practical example: identification of digital numbers in electrical meters using Neural Networks. Results of the implementation were confronted with real measurements for validation purposes.",

keywords = "contour method, crossing, feature extraction, histogram projection, neural networks, number recognition, pattern recognition, profiles",

author = "Daladier Jabba and Miguel Rodriguez and Geovanni Berdugo and Maria Calle and Jimeno, {Miguel A.} and Zurek, {Eduardo E.}",

year = "2012",

doi = "10.1109/ISIEA.2012.6496651",

language = "English",

isbn = "9781467330046",

series = "ISIEA 2012 - 2012 IEEE Symposium on Industrial Electronics and Applications",

pages = "315--320",

booktitle = "ISIEA 2012 - 2012 IEEE Symposium on Industrial Electronics and Applications",

note = "2012 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2012 ; Conference date: 23-09-2012 Through 26-09-2012",

}

Jabba, D, Rodriguez, M, Berdugo, G, Calle, M, Jimeno, MA & Zurek, EE 2012, A pattern recognition procedure for the identification of digital numbers in electrical meters using Neural Networks. in ISIEA 2012 - 2012 IEEE Symposium on Industrial Electronics and Applications., 6496651, ISIEA 2012 - 2012 IEEE Symposium on Industrial Electronics and Applications, pp. 315-320, 2012 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2012, Bandung, Indonesia, 09/23/12. https://doi.org/10.1109/ISIEA.2012.6496651

A pattern recognition procedure for the identification of digital numbers in electrical meters using Neural Networks. / Jabba, Daladier; Rodriguez, Miguel; Berdugo, Geovanni et al.
ISIEA 2012 - 2012 IEEE Symposium on Industrial Electronics and Applications. 2012. p. 315-320 6496651 (ISIEA 2012 - 2012 IEEE Symposium on Industrial Electronics and Applications).

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

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T1 - A pattern recognition procedure for the identification of digital numbers in electrical meters using Neural Networks

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AU - Rodriguez, Miguel

AU - Berdugo, Geovanni

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AU - Jimeno, Miguel A.

AU - Zurek, Eduardo E.

PY - 2012

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AB - This paper presents an approach for number pattern recognition process applied to a practical example: identification of digital numbers in electrical meters using Neural Networks. Results of the implementation were confronted with real measurements for validation purposes.

KW - contour method

KW - crossing

KW - feature extraction

KW - histogram projection

KW - neural networks

KW - number recognition

KW - pattern recognition

KW - profiles

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U2 - 10.1109/ISIEA.2012.6496651

DO - 10.1109/ISIEA.2012.6496651

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BT - ISIEA 2012 - 2012 IEEE Symposium on Industrial Electronics and Applications

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ER -

Jabba D, Rodriguez M, Berdugo G, Calle M, Jimeno MA, Zurek EE. A pattern recognition procedure for the identification of digital numbers in electrical meters using Neural Networks. In ISIEA 2012 - 2012 IEEE Symposium on Industrial Electronics and Applications. 2012. p. 315-320. 6496651. (ISIEA 2012 - 2012 IEEE Symposium on Industrial Electronics and Applications). doi: 10.1109/ISIEA.2012.6496651

A pattern recognition procedure for the identification of digital numbers in electrical meters using Neural Networks

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Keywords

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