An efficient method of biometric matching using interpolated ECG data

An efficient method of biometric matching using interpolated ECG data

In this paper, a person identification method using electrocardiogram (ECG) is presented based on cubic spline interpolation method. Three different databases with two different sampling rates containing 36 ECG recordings were used for development and evaluation. Each ECG recording is divided into t...

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Main Authors: Sidek, Khairul Azami, Sufi, Fahim, Khalil, Ibrahim, Al-Shammary, Dhiah
Format: Conference or Workshop Item
Language:English
Published: 2010
Subjects:
TK7885 Computer engineering
Online Access:http://irep.iium.edu.my/32001/
http://irep.iium.edu.my/32001/
http://irep.iium.edu.my/32001/1/iecbes2010.pdf
id iium-32001
recordtype eprints
spelling iium-320012013-09-17T01:03:02Z http://irep.iium.edu.my/32001/ An efficient method of biometric matching using interpolated ECG data Sidek, Khairul Azami Sufi, Fahim Khalil, Ibrahim Al-Shammary, Dhiah TK7885 Computer engineering In this paper, a person identification method using electrocardiogram (ECG) is presented based on cubic spline interpolation method. Three different databases with two different sampling rates containing 36 ECG recordings were used for development and evaluation. Each ECG recording is divided into two segments: a segment for enrolment, and a segment for recognition. The ECG features are extracted from both the training dataset and the test dataset for model development and identification. Two ECG biometric algorithms which are Cross Correlation (CC) and Percent Root-Mean-Square Deviation (PRD) were used for performance evaluation. Results of experiments confirmed that the template matching using interpolation method achieved better accuracy (up to 4.46%) than the existing method without interpolation when using ECG data with lower sampling rate. 2010-11-30 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/32001/1/iecbes2010.pdf Sidek, Khairul Azami and Sufi, Fahim and Khalil, Ibrahim and Al-Shammary, Dhiah (2010) An efficient method of biometric matching using interpolated ECG data. In: 2010 IEEE EMBS Conference on Biomedical Engineering & Sciences (IECBES 2010), 30 November - 2 December 2010, Kuala Lumpur, Malaysia. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5742255&tag=1
repository_type Digital Repository
institution_category Local University
institution International Islamic University Malaysia
building IIUM Repository
collection Online Access
language English
topic TK7885 Computer engineering
spellingShingle TK7885 Computer engineering
Sidek, Khairul Azami
Sufi, Fahim
Khalil, Ibrahim
Al-Shammary, Dhiah
An efficient method of biometric matching using interpolated ECG data
description In this paper, a person identification method using electrocardiogram (ECG) is presented based on cubic spline interpolation method. Three different databases with two different sampling rates containing 36 ECG recordings were used for development and evaluation. Each ECG recording is divided into two segments: a segment for enrolment, and a segment for recognition. The ECG features are extracted from both the training dataset and the test dataset for model development and identification. Two ECG biometric algorithms which are Cross Correlation (CC) and Percent Root-Mean-Square Deviation (PRD) were used for performance evaluation. Results of experiments confirmed that the template matching using interpolation method achieved better accuracy (up to 4.46%) than the existing method without interpolation when using ECG data with lower sampling rate.
format Conference or Workshop Item
author Sidek, Khairul Azami
Sufi, Fahim
Khalil, Ibrahim
Al-Shammary, Dhiah
author_facet Sidek, Khairul Azami
Sufi, Fahim
Khalil, Ibrahim
Al-Shammary, Dhiah
author_sort Sidek, Khairul Azami
title An efficient method of biometric matching using interpolated ECG data
title_short An efficient method of biometric matching using interpolated ECG data
title_full An efficient method of biometric matching using interpolated ECG data
title_fullStr An efficient method of biometric matching using interpolated ECG data
title_full_unstemmed An efficient method of biometric matching using interpolated ECG data
title_sort efficient method of biometric matching using interpolated ecg data
publishDate 2010
url http://irep.iium.edu.my/32001/
http://irep.iium.edu.my/32001/
http://irep.iium.edu.my/32001/1/iecbes2010.pdf
first_indexed 2023-09-18T20:46:10Z
last_indexed 2023-09-18T20:46:10Z
_version_ 1777409689598820352

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