Online and Continuous Electrocardiogram (ECG) Biometric System

[1]  Lakhmi C. Jain,et al.  Introduction to Local Binary Patterns: New Variants and Applications , 2013, Local Binary Patterns.

[2]  Charu C. Aggarwal,et al.  Outlier Detection for Temporal Data , 2014, Outlier Detection for Temporal Data.

[3]  Dimitrios Hatzinakos,et al.  On establishing evaluation standards for ECG biometrics , 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[4]  Rajeswari Mukesh,et al.  A Biometric Approach for Continuous User Authentication by Fusing Hard and Soft Traits , 2014, Int. J. Netw. Secur..

[5]  Chih-Yu Hsu,et al.  A Novel Personal Identity Verification Approach Using a Discrete Wavelet Transform of the ECG Signal , 2008, 2008 International Conference on Multimedia and Ubiquitous Engineering (mue 2008).

[6]  Wael Louis,et al.  One dimensional multi-resolution Local Binary Patterns features (1DMRLBP) for regular electrocardiogram (ECG) waveform detection , 2014, 2014 19th International Conference on Digital Signal Processing.

[7]  C. Chiou,et al.  Cardiac arrhythmia diagnosis method using linear discriminant analysis on ECG signals , 2009 .

[8]  Guy Amit,et al.  Atrial Electrical Activity Detection Using Linear Combination of 12-Lead ECG Signals , 2014, IEEE Transactions on Biomedical Engineering.

[9]  Arun Ross,et al.  Information fusion in biometrics , 2003, Pattern Recognit. Lett..

[10]  Yu Zhong,et al.  Recent Advances in User Authentication Using Keystroke Dynamics Biometrics , 2015 .

[11]  Elizabeth Ann Maharaj,et al.  Discriminant analysis of multivariate time series: Application to diagnosis based on ECG signals , 2014, Comput. Stat. Data Anal..

[12]  Michael E. Tipping,et al.  Probabilistic Principal Component Analysis , 1999 .

[13]  Robert Plonsey,et al.  Bioelectromagnetism: Principles and Applications of Bioelectric and Biomagnetic Fields , 1995 .

[14]  Yongjin Wang,et al.  Changeable and privacy preserving face recognition , 2010 .

[15]  Yan Song,et al.  Local structure based multi-phase collaborative representation for face recognition with single sample per person , 2016, Inf. Sci..

[16]  Vytautas Valaitis,et al.  A Price We Pay for Inexact Dimensionality Reduction , 2015, IWBBIO.

[17]  C. L. Philip Chen,et al.  Sparse discriminative multi-manifold embedding for one-sample face identification , 2016, Pattern Recognit..

[18]  Charles Elkan,et al.  Fitting a Mixture Model By Expectation Maximization To Discover Motifs In Biopolymer , 1994, ISMB.

[19]  V. Froelicher,et al.  Exercise standards. A statement for healthcare professionals from the American Heart Association. Writing Group. , 1995, Circulation.

[20]  Shengping Zhang,et al.  Dynamic background modeling and subtraction using spatio-temporal local binary patterns , 2008, 2008 15th IEEE International Conference on Image Processing.

[21]  Corinna Cortes,et al.  Support-Vector Networks , 1995, Machine Learning.

[22]  Xuran Zhao,et al.  Crowd density analysis using subspace learning on local binary pattern , 2013, 2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW).

[23]  Paul A. Viola,et al.  Rapid object detection using a boosted cascade of simple features , 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

[24]  A. Wayne Whitney,et al.  A Direct Method of Nonparametric Measurement Selection , 1971, IEEE Transactions on Computers.

[25]  John J. Soraghan,et al.  Local binary patterns for 1-D signal processing , 2010, 2010 18th European Signal Processing Conference.

[26]  Dimitrios Hatzinakos,et al.  ECG Based Recognition Using Second Order Statistics , 2008, 6th Annual Communication Networks and Services Research Conference (cnsr 2008).

[27]  U. Rajendra Acharya,et al.  Application of higher order spectra for accurate delineation of atrial arrhythmia , 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

[28]  Sung-Nien Yu,et al.  A portable real-time ECG recognition system based on smartphone , 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

[29]  Manal M. Tantawi,et al.  Fiducial feature reduction analysis for electrocardiogram (ECG) based biometric recognition , 2012, Journal of Intelligent Information Systems.

[30]  Adel Hafiane,et al.  One dimensional local binary pattern for bone texture characterization , 2012, Pattern Analysis and Applications.

[31]  John J. Soraghan,et al.  1-D Local Binary Patterns for onset detection of myoelectric signals , 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

[32]  Matti Pietikäinen,et al.  Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[33]  Issa Traoré,et al.  Dynamic sample size detection in continuous authentication using sequential sampling , 2011, ACSAC '11.

[34]  Zhi-Dong Zhao,et al.  A New Method for Removal of Baseline Wander and Power Line Interference in ECG Signals , 2006, 2006 International Conference on Machine Learning and Cybernetics.

[35]  Chao Shen,et al.  Continuous authentication for mouse dynamics: A pattern-growth approach , 2012, IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2012).

[36]  B. Anuradha,et al.  CLASSIFICATION OF CARDIAC SIGNALS USING TIME DOMAIN METHODS , 2008 .

[37]  Ana L. N. Fred,et al.  ECG-based Continuous Authentication System using Adaptive String Matching , 2011, BIOSIGNALS.

[38]  Shrikanth S. Narayanan,et al.  Robust ECG Biometrics by Fusing Temporal and Cepstral Information , 2010, 2010 20th International Conference on Pattern Recognition.

[39]  Manal M. Tantawi,et al.  An evaluation of the generalisability and applicability of the PhysioNet electrocardiogram (ECG) repository as test cases for ECG-based biometrics , 2012 .

[40]  Dimitrios Hatzinakos,et al.  A new ECG feature extractor for biometric recognition , 2009, 2009 16th International Conference on Digital Signal Processing.

[41]  Atsushi Shimada,et al.  Hybrid Background Model Using Spatial-Temporal LBP , 2009, 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance.

[42]  A. Murray,et al.  Assessing ECG signal quality on a coronary care unit , 1996, Physiological measurement.

[43]  Brenda K. Wiederhold,et al.  ECG to identify individuals , 2005, Pattern Recognit..

[44]  Cassandra M. Carrillo CONTINUOUS BIOMETRIC AUTHENTICATION FOR AUTHORIZED AIRCRAFT PERSONNEL: A PROPOSED DESIGN , 2003 .

[45]  Daniel J. Mundfrom,et al.  A Monte Carlo comparison of the Type I and Type II error rates of tests of multivariate normality , 2005 .

[46]  Wael Louis,et al.  Co-Occurrence of Local Binary Patterns Features for Frontal Face Detection in Surveillance Applications , 2011, EURASIP J. Image Video Process..

[47]  Jun Cheng,et al.  A Wearable Smartphone-Based Platform for Real-Time Cardiovascular Disease Detection Via Electrocardiogram Processing , 2010, IEEE Transactions on Information Technology in Biomedicine.

[48]  Patrick E. McSharry,et al.  A dynamical model for generating synthetic electrocardiogram signals , 2003, IEEE Transactions on Biomedical Engineering.

[49]  Tran Huy Dat,et al.  Heart sound as a biometric , 2008, Pattern Recognit..

[50]  Yuan-Sun Chu,et al.  Low-power low-noise ECG acquisition system with dsp for heart disease identification , 2013, 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS).

[51]  Ching-Kun Chen,et al.  A Chaotic Theoretical Approach to ECG-Based Identity Recognition [Application Notes] , 2014, IEEE Computational Intelligence Magazine.

[52]  Arun Ross,et al.  An introduction to biometric recognition , 2004, IEEE Transactions on Circuits and Systems for Video Technology.

[53]  Roberto Sassi,et al.  ECG biometric recognition: Permanence analysis of QRS signals for 24 hours continuous authentication , 2013, 2013 IEEE International Workshop on Information Forensics and Security (WIFS).

[54]  Pablo Laguna,et al.  A wavelet-based ECG delineator: evaluation on standard databases , 2004, IEEE Transactions on Biomedical Engineering.

[55]  Matti Pietikäinen,et al.  Dynamic Texture Recognition Using Local Binary Patterns with an Application to Facial Expressions , 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[56]  A. Waller A Demonstration on Man of Electromotive Changes accompanying the Heart's Beat , 1887, Annals of noninvasive electrocardiology : the official journal of the International Society for Holter and Noninvasive Electrocardiology, Inc.

[57]  Shengcai Liao,et al.  Face Detection Based on Multi-Block LBP Representation , 2007, ICB.

[58]  Issa Traore,et al.  Continuous Authentication Using Biometrics: Data, Models, and Metrics , 2011 .

[59]  Jingzhong Wang,et al.  The Study of Gesture Recognition Based on SVM with LBP and PCA , 2015 .

[60]  Dimitrios Hatzinakos,et al.  ECG biometric analysis in cardiac irregularity conditions , 2009, Signal Image Video Process..

[61]  Patrizio Campisi,et al.  On the Permanence of EEG Signals for Biometric Recognition , 2016, IEEE Transactions on Information Forensics and Security.

[62]  H. H. So,et al.  Development of QRS detection method for real-time ambulatory cardiac monitor , 1997, Proceedings of the 19th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 'Magnificent Milestones and Emerging Opportunities in Medical Engineering' (Cat. No.97CH36136).

[63]  John J. Soraghan,et al.  1-D Local binary patterns based VAD used INHMM-based improved speech recognition , 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

[64]  M. Pietikäinen,et al.  A discriminative feature space for detecting and recognizing faces , 2004, CVPR 2004.

[65]  Patrick E. McSharry,et al.  Advanced Methods And Tools for ECG Data Analysis , 2006 .

[66]  C. Schmid,et al.  Description of Interest Regions with Center-Symmetric Local Binary Patterns , 2006, ICVGIP.

[67]  Gonzalo Bailador,et al.  Analysis of pattern recognition and dimensionality reduction techniques for odor biometrics , 2013, Knowl. Based Syst..

[68]  J. P. Saini,et al.  Ventricular Premature Beat Detection in ECG using Correlation Techniques , 2013 .

[69]  Konstantinos N. Plataniotis,et al.  Regularization studies of linear discriminant analysis in small sample size scenarios with application to face recognition , 2005, Pattern Recognit. Lett..

[70]  Abdulhamit Subasi,et al.  Detection of congestive heart failures using C4.5 Decision Tree , 2013, SOCO 2013.

[71]  S. Shapiro,et al.  An Analysis of Variance Test for Normality (Complete Samples) , 1965 .

[72]  Henrique Santos,et al.  Enrollment Time as a Requirement for Biometric Hand Recognition Systems , 2015 .

[73]  Victoria J. Hodge,et al.  A Survey of Outlier Detection Methodologies , 2004, Artificial Intelligence Review.

[74]  P. Karthigayani,et al.  FACE RECOGNITION USING DISCRIMINATIVE APPROACH AND LOCAL BINARY PATTERN , 2014 .

[75]  Leo Breiman,et al.  Bagging Predictors , 1996, Machine Learning.

[76]  Dimitrios Hatzinakos,et al.  Analysis of Human Electrocardiogram for Biometric Recognition , 2008, EURASIP J. Adv. Signal Process..

[77]  S T Roweis,et al.  Nonlinear dimensionality reduction by locally linear embedding. , 2000, Science.

[78]  A. H. Jahidin,et al.  Principal component analysis and arrhythmia recognition using Elman neural network , 2013, 2013 IEEE 4th Control and System Graduate Research Colloquium.

[79]  Philip Langley,et al.  Effect of changes in heart rate and in action potential duration on the electrocardiogram T wave shape. , 2002, Physiological measurement.

[80]  G. Castellanos-Dominguez,et al.  Classification of premature ventricular contraction based on Discrete Wavelet Transform for real time applications , 2013, 2013 Pan American Health Care Exchanges (PAHCE).

[81]  P.S. Hamilton,et al.  Comparison of methods for adaptive removal of motion artifact , 2000, Computers in Cardiology 2000. Vol.27 (Cat. 00CH37163).

[82]  Jeffrey M. Hausdorff,et al.  Physionet: Components of a New Research Resource for Complex Physiologic Signals". Circu-lation Vol , 2000 .

[83]  Enzo Pasquale Scilingo,et al.  Robust multiple cardiac arrhythmia detection through bispectrum analysis , 2011, Expert Syst. Appl..

[84]  Xiaoyang Tan,et al.  Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions , 2007, IEEE Transactions on Image Processing.

[85]  Sarineh Keshishzadeh,et al.  Single lead Electrocardiogram feature extraction for the human verification , 2015, 2015 5th International Conference on Computer and Knowledge Engineering (ICCKE).

[86]  S. Suppappola,et al.  Nonlinear transforms of ECG signals for digital QRS detection: a quantitative analysis , 1994, IEEE Transactions on Biomedical Engineering.

[87]  Mikhail Belkin,et al.  Laplacian Eigenmaps for Dimensionality Reduction and Data Representation , 2003, Neural Computation.

[88]  Andreas G. Andreou,et al.  Investigation of silicon auditory models and generalization of linear discriminant analysis for improved speech recognition , 1997 .

[89]  Marcin D. Bugdol,et al.  Multimodal biometric system combining ECG and sound signals , 2014, Pattern Recognit. Lett..

[90]  P. Royston A Remark on Algorithm as 181: The W‐Test for Normality , 1995 .

[91]  Joseph A. O'Sullivan,et al.  ECG Biometric Recognition: A Comparative Analysis , 2012, IEEE Transactions on Information Forensics and Security.

[92]  Alan D. Kaplan,et al.  Biometrics with physical exercise using Laser Doppler Vibrometry measurements of the carotid pulse , 2009, 2009 First IEEE International Conference on Biometrics, Identity and Security (BIdS).

[93]  Wael Louis,et al.  On biometric systems: electrocardiogram Gaussianity and data synthesis , 2017, EURASIP J. Bioinform. Syst. Biol..

[94]  John See,et al.  Efficient Spatio-Temporal Local Binary Patterns for Spontaneous Facial Micro-Expression Recognition , 2015, PloS one.

[95]  Sung-Nien Yu,et al.  Electrocardiogram beat classification based on wavelet transformation and probabilistic neural network , 2007, Pattern Recognit. Lett..

[96]  Jian Zhang,et al.  Fusing Two Kinds of Virtual Samples for Small Sample Face Recognition , 2015 .

[97]  Noureddine Ellouze,et al.  Using hidden Markov toolkit for arrhythmia recognition , 2012, 2012 5th International Symposium on Communications, Control and Signal Processing.

[98]  Dimitrios Hatzinakos,et al.  Ecg in biometric recognition: time dependency and application challenges , 2011 .

[99]  Khalil El-Khatib,et al.  Continuous authentication by electrocardiogram data , 2009, 2009 IEEE Toronto International Conference Science and Technology for Humanity (TIC-STH).

[100]  Willis J. Tompkins,et al.  A Real-Time QRS Detection Algorithm , 1985, IEEE Transactions on Biomedical Engineering.