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, , Sarajevo.Full text not available in this repository. (Request a copy from the Strathclyde author)
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.
|Item type:||Conference or Workshop Item (Paper)|
|Keywords:||pulse active bit, biometric, electrocardiography, Electrical engineering. Electronics Nuclear engineering|
|Subjects:||Technology > Electrical engineering. Electronics Nuclear engineering|
|Department:||Faculty of Engineering > Electronic and Electrical Engineering|
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|Depositing user:||Pure Administrator|
|Date Deposited:||13 Sep 2011 16:03|
|Last modified:||14 Jun 2013 16:24|
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