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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

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 languageEnglish
Title of host publication2013 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, BioMS 2013 - Proceedings
PublisherIEEE Computer Society
Pages22-27
Number of pages6
ISBN (Print)9781479906253
DOIs
Publication statusPublished - 2013
Event2013 4th IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, BioMS 2013 - Napoli, Italy
Duration: Sep 9 2013Sep 9 2013

Other

Other2013 4th IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, BioMS 2013
CountryItaly
CityNapoli
Period9/9/139/9/13

Fingerprint

Electrocardiography
Biometrics
Identification (control systems)
Classifiers

ASJC Scopus subject areas

  • Information Systems
  • Biomedical Engineering

Cite this

Sansone, M., Fratini, A., Cesarelli, M., Bifulco, P., Pepino, A., Romano, M., ... 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). [6656144] IEEE Computer Society. 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; Bifulco, Paolo; Pepino, Alessandro; Romano, Maria; Gargiulo, Francesco; Sansone, Carlo.

2013 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, BioMS 2013 - Proceedings. IEEE Computer Society, 2013. p. 22-27 6656144.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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., 6656144, IEEE Computer Society, pp. 22-27, 2013 4th IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, BioMS 2013, Napoli, Italy, 9/9/13. https://doi.org/10.1109/BIOMS.2013.6656144
Sansone M, Fratini A, Cesarelli M, Bifulco P, Pepino A, Romano M et al. 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 Computer Society. 2013. p. 22-27. 6656144 https://doi.org/10.1109/BIOMS.2013.6656144
Sansone, Mario ; Fratini, Antonio ; Cesarelli, Mario ; Bifulco, Paolo ; Pepino, Alessandro ; Romano, Maria ; Gargiulo, Francesco ; Sansone, Carlo. / Influence of QT correction on temporal and amplitude features for human identification via ECG. 2013 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, BioMS 2013 - Proceedings. IEEE Computer Society, 2013. pp. 22-27
@inproceedings{8be8ab5c18fe44c1928a4d4f52b79077,
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 = "9781479906253",
pages = "22--27",
booktitle = "2013 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, BioMS 2013 - Proceedings",
publisher = "IEEE Computer Society",

}

TY - GEN

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

Y1 - 2013

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.

UR - http://www.scopus.com/inward/record.url?scp=84892555848&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84892555848&partnerID=8YFLogxK

U2 - 10.1109/BIOMS.2013.6656144

DO - 10.1109/BIOMS.2013.6656144

M3 - Conference contribution

AN - SCOPUS:84892555848

SN - 9781479906253

SP - 22

EP - 27

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

PB - IEEE Computer Society

ER -