Influence of QT correction on temporal and amplitude features for human identification via ECG

Mario Sansone; Antonio Fratini; Mario Cesarelli; Paolo Bifulco; Alessandro Pepino; Maria Romano; Francesco Gargiulo; Carlo Sansone

doi:10.1109/BIOMS.2013.6656144

Influence of QT correction on temporal and amplitude features for human identification via ECG

Mario Sansone, Antonio Fratini, Mario Cesarelli, Paolo Bifulco, Alessandro Pepino, Maria Romano, Francesco Gargiulo, Carlo Sansone

College of Health and Life Sciences

Research output: Chapter in Book/Published conference output › Conference publication

Abstract

Identification of humans via ECG is being increasingly studied because it can have several advantages over the traditional biometric identification techniques. However, difficulties arise because of the heartrate variability. In this study we analysed the influence of QT interval correction on the performance of an identification system based on temporal and amplitude features of ECG. In particular we tested MLP, Naive Bayes and 3-NN classifiers on the Fantasia database. Results indicate that QT correction can significantly improve the overall system performance.

Original language	English
Title of host publication	2013 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, BioMS 2013
Subtitle of host publication	proceedings
Place of Publication	Piscataway, NJ (US)
Publisher	IEEE
Pages	22-27
Number of pages	6
ISBN (Electronic)	978-1-4799-0626-0
ISBN (Print)	978-1-4799-0625-3, 978-1-4799-0628-4
DOIs	https://doi.org/10.1109/BIOMS.2013.6656144
Publication status	Published - 2013
Event	4th IEEE workshop on Biometric Measurements and Systems for security and medical applications - Napoli, Italy Duration: 9 Sept 2013 → 9 Sept 2013

Workshop

Workshop	4th IEEE workshop on Biometric Measurements and Systems for security and medical applications
Abbreviated title	BioMS 2013
Country/Territory	Italy
City	Napoli
Period	9/09/13 → 9/09/13

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10.1109/BIOMS.2013.6656144

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Sansone, M., Fratini, A., Cesarelli, M., Bifulco, P., Pepino, A., Romano, M., Gargiulo, F., & Sansone, C. (2013). Influence of QT correction on temporal and amplitude features for human identification via ECG. In 2013 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, BioMS 2013: proceedings (pp. 22-27). IEEE. https://doi.org/10.1109/BIOMS.2013.6656144

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title = "Influence of QT correction on temporal and amplitude features for human identification via ECG",

abstract = "Identification of humans via ECG is being increasingly studied because it can have several advantages over the traditional biometric identification techniques. However, difficulties arise because of the heartrate variability. In this study we analysed the influence of QT interval correction on the performance of an identification system based on temporal and amplitude features of ECG. In particular we tested MLP, Naive Bayes and 3-NN classifiers on the Fantasia database. Results indicate that QT correction can significantly improve the overall system performance.",

author = "Mario Sansone and Antonio Fratini and Mario Cesarelli and Paolo Bifulco and Alessandro Pepino and Maria Romano and Francesco Gargiulo and Carlo Sansone",

year = "2013",

doi = "10.1109/BIOMS.2013.6656144",

language = "English",

isbn = "978-1-4799-0625-3",

pages = "22--27",

booktitle = "2013 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, BioMS 2013",

publisher = "IEEE",

address = "United States",

note = "4th IEEE workshop on Biometric Measurements and Systems for security and medical applications, BioMS 2013 ; Conference date: 09-09-2013 Through 09-09-2013",

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Sansone, M, Fratini, A, Cesarelli, M, Bifulco, P, Pepino, A, Romano, M, Gargiulo, F & Sansone, C 2013, Influence of QT correction on temporal and amplitude features for human identification via ECG. in 2013 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, BioMS 2013: proceedings. IEEE, Piscataway, NJ (US), pp. 22-27, 4th IEEE workshop on Biometric Measurements and Systems for security and medical applications, Napoli, Italy, 9/09/13. https://doi.org/10.1109/BIOMS.2013.6656144

Influence of QT correction on temporal and amplitude features for human identification via ECG. / Sansone, Mario; Fratini, Antonio; Cesarelli, Mario et al.
2013 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, BioMS 2013: proceedings. Piscataway, NJ (US): IEEE, 2013. p. 22-27.

Research output: Chapter in Book/Published conference output › Conference publication

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T1 - Influence of QT correction on temporal and amplitude features for human identification via ECG

AU - Sansone, Mario

AU - Fratini, Antonio

AU - Cesarelli, Mario

AU - Bifulco, Paolo

AU - Pepino, Alessandro

AU - Romano, Maria

AU - Gargiulo, Francesco

AU - Sansone, Carlo

PY - 2013

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N2 - Identification of humans via ECG is being increasingly studied because it can have several advantages over the traditional biometric identification techniques. However, difficulties arise because of the heartrate variability. In this study we analysed the influence of QT interval correction on the performance of an identification system based on temporal and amplitude features of ECG. In particular we tested MLP, Naive Bayes and 3-NN classifiers on the Fantasia database. Results indicate that QT correction can significantly improve the overall system performance.

AB - Identification of humans via ECG is being increasingly studied because it can have several advantages over the traditional biometric identification techniques. However, difficulties arise because of the heartrate variability. In this study we analysed the influence of QT interval correction on the performance of an identification system based on temporal and amplitude features of ECG. In particular we tested MLP, Naive Bayes and 3-NN classifiers on the Fantasia database. Results indicate that QT correction can significantly improve the overall system performance.

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DO - 10.1109/BIOMS.2013.6656144

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SN - 978-1-4799-0628-4

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BT - 2013 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, BioMS 2013

PB - IEEE

CY - Piscataway, NJ (US)

T2 - 4th IEEE workshop on Biometric Measurements and Systems for security and medical applications

Y2 - 9 September 2013 through 9 September 2013

ER -

Influence of QT correction on temporal and amplitude features for human identification via ECG

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