Pulse active bit (PAB) feature extractor for ECG biometric authentication
Bin Safie, Sairul Izwan and Soraghan, John and Petropoulakis, Lykourgos (2011) Pulse active bit (PAB) feature extractor for ECG biometric authentication. In: 18th International Conference on Systems, Signals and Image Processing (IWSSIP 2011), 2011-06-16 - 2011-06-18.
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This paper presents a new feature extraction method known as Pulse Active Bit (PAB) implemented on electrocardiograph (ECG) signals for biometric authentication. This method is developed based on a simple amplitude comparison between two signals for feature extraction. A total of 486 ECGs from 113 subjects taken from the Physikalisch-Technische Bundesanstalt (PTB) database are used in this study. Biometric performance profile such as the area under ROC (AUR) and equal error rate (EER) are then used to evaluate the results. It is shown in this study that PAB outperforms conventional temporal feature extraction techniques.
ORCID iDs
Bin Safie, Sairul Izwan, Soraghan, John ORCID: https://orcid.org/0000-0003-4418-7391 and Petropoulakis, Lykourgos ORCID: https://orcid.org/0000-0003-3230-9670;-
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Item type: Conference or Workshop Item(Paper) ID code: 33195 Dates: DateEvent16 June 2011PublishedSubjects: Technology > Electrical engineering. Electronics Nuclear engineering Department: Faculty of Engineering > Electronic and Electrical Engineering
Technology and Innovation Centre > Sensors and Asset ManagementDepositing user: Pure Administrator Date deposited: 13 Sep 2011 15:03 Last modified: 11 Nov 2024 16:31 Related URLs: URI: https://strathprints.strath.ac.uk/id/eprint/33195