ECG Biometric Recognition: Review, System Proposal, and Benchmark Evaluation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2023.3244651
Abstract: ECGs have shown unique patterns to distinguish between different subjects and present important advantages compared to other biometric traits. However, the lack of public data and standard experimental protocols makes the evaluation and comparison of… read more here.
Keywords: evaluation; recognition review; ecg biometric; single multi ... See more keywords
ECG Biometric Recognition: Unlinkability, Irreversibility, and Security
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2020.3004362
Abstract: Security is a primary concern in Internet-of-Things (IoT) applications, and biometric recognition is considered to be a promising solution. In this article, we propose a novel electrocardiogram (ECG)-based biometric recognition scheme that can potentially strengthen… read more here.
Keywords: scheme; ecg biometric; security; recognition unlinkability ... See more keywords
Using Convolutional Neural Network and a Single Heartbeat for ECG Biometric Recognition
Sign Up to like & getrecommendations! Published in 2021 at "Entropy"
DOI: 10.3390/e23060733
Abstract: The electrocardiogram (ECG) signal has become a popular biometric modality due to characteristics that make it suitable for developing reliable authentication systems. However, the long segment of signal required for recognition is still one of… read more here.
Keywords: biometric recognition; segment; recognition; ecg signal ... See more keywords