Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
An analysis of BioHashing and its variants
Pattern Recognition
Verification of humans using the electrocardiogram
Pattern Recognition Letters
Addressing security in medical sensor networks
Proceedings of the 1st ACM SIGMOBILE international workshop on Systems and networking support for healthcare and assisted living environments
Pattern Recognition
Combined entropy based method for detection of QRS complexes in 12-lead electrocardiogram using SVM
Computers in Biology and Medicine
Matching of quasi-periodic time series patterns by exchange of block-sorting signatures
Pattern Recognition Letters
Unobtrusive biometric system based on electroencephalogram analysis
EURASIP Journal on Advances in Signal Processing
Analysis of human electrocardiogram for biometric recognition
EURASIP Journal on Advances in Signal Processing
Ontological fuzzy agent for electrocardiogram application
Expert Systems with Applications: An International Journal
eigenPulse: Robust human identification from cardiovascular function
Pattern Recognition
One Lead ECG Based Personal Identification with Feature Subspace Ensembles
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Identification of QRS complexes in 12-lead electrocardiogram
Expert Systems with Applications: An International Journal
Use of random time-intervals (RTIs) generation for biometric verification
Pattern Recognition
Biometrics Method for Human Identification Using Electrocardiogram
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
A sequential procedure for individual identity verification using ECG
EURASIP Journal on Advances in Signal Processing - Special issue on recent advances in biometric systems: a signal processing perspective
Activity-aware ECG-based patient authentication for remote health monitoring
Proceedings of the 2009 international conference on Multimodal interfaces
Mobile health monitoring through biotelemetry
BodyNets '09 Proceedings of the Fourth International Conference on Body Area Networks
A new ECG feature extractor for biometric recognition
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
On supporting anonymity in a BAN biometric framework
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Medical biometrics: the perils of ignoring time dependency
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Reduced data similarity-based matching for time series patterns alignment
Pattern Recognition Letters
Laser Doppler vibrometry measures of physiological function: evaluation of biometric capabilities
IEEE Transactions on Information Forensics and Security
Journal of Network and Computer Applications
Unveiling the biometric potential of finger-based ECG signals
Computational Intelligence and Neuroscience - Special issue on Selected Papers from the 4th International Conference on Bioinspired Systems and Cognitive Signal Processing
Study of human identification by electrocardiogram waveform morph
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
Compressed ECG Biometric: A Fast, Secured and Efficient Method for Identification of CVD Patient
Journal of Medical Systems
Personalized information encryption using ECG signals with chaotic functions
Information Sciences: an International Journal
In-vehicle driver recognition based on hand ECG signals
Proceedings of the 2012 ACM international conference on Intelligent User Interfaces
Clinical data privacy and customization via biometrics based on ECG signals
USAB'11 Proceedings of the 7th conference on Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer Society: information Quality in e-Health
Pattern Recognition Letters
Biometric verification of subjects using saccade eye movements
International Journal of Biometrics
Enhancement of low sampling frequency recordings for ECG biometric matching using interpolation
Computer Methods and Programs in Biomedicine
Biometric verification of a subject through eye movements
Computers in Biology and Medicine
Fiducial feature reduction analysis for electrocardiogram (ECG) based biometric recognition
Journal of Intelligent Information Systems
A Heart Monitoring System for a Mobile Device
International Journal of Handheld Computing Research
QRS detection-free electrocardiogram biometrics in the reconstructed phase space
Pattern Recognition Letters
A new non-exact aho-corasick framework for ECG classification
ACM SIGARCH Computer Architecture News
Multimodal biometric system combining ECG and sound signals
Pattern Recognition Letters
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The electrocardiogram (ECG also called EKG) trace expresses cardiac features that are unique to an individual. The ECG processing followed a logical series of experiments with quantifiable metrics. Data filters were designed based upon the observed noise sources. Fiducial points were identified on the filtered data and extracted digitally for each heartbeat. From the fiducial points, stable features were computed that characterize the uniqueness of an individual. The tests show that the extracted features are independent of sensor location, invariant to the individual's state of anxiety, and unique to an individual.