Multimodal Biometric Authentication Systems Using Convolution Neural Network Based on Different Level Fusion of ECG and Fingerprint
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[1] David Menotti,et al. Learning Deep Off-the-Person Heart Biometrics Representations , 2017, IEEE Transactions on Information Forensics and Security.
[2] Dimitrios Hatzinakos,et al. Securing handheld devices and fingerprint readers with ECG biometrics , 2012, 2012 IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems (BTAS).
[3] Gian Luca Marcialis,et al. LivDet 2011 — Fingerprint liveness detection competition 2011 , 2012, 2012 5th IAPR International Conference on Biometrics (ICB).
[4] Julian Fiérrez,et al. Evaluation of direct attacks to fingerprint verification systems , 2011, Telecommun. Syst..
[5] Gian Luca Marcialis,et al. First International Fingerprint Liveness Detection Competition - LivDet 2009 , 2009, ICIAP.
[6] C. Tsallis. What are the Numbers that Experiments Provide , 1994 .
[7] Manal M. Tantawi,et al. A wavelet feature extraction method for electrocardiogram (ECG)-based biometric recognition , 2015, Signal Image Video Process..
[8] John J. Soraghan,et al. Electrocardiogram (ECG) Biometric Authentication Using Pulse Active Ratio (PAR) , 2011, IEEE Transactions on Information Forensics and Security.
[9] Jürgen Schmidhuber,et al. Deep learning in neural networks: An overview , 2014, Neural Networks.
[11] Daeyoung Kim,et al. ECG arrhythmia classification using a 2-D convolutional neural network , 2018, ArXiv.
[12] Srijith Rajeev,et al. Fingerprint authentication using geometric features , 2017, 2017 IEEE International Symposium on Technologies for Homeland Security (HST).
[13] Matthew C. Valenti,et al. Multibiometric secure system based on deep learning , 2017, 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP).
[14] Stanley S. Ipson,et al. A multi-biometric iris recognition system based on a deep learning approach , 2017, Pattern Analysis and Applications.
[15] Jeffrey M. Hausdorff,et al. Physionet: Components of a New Research Resource for Complex Physiologic Signals". Circu-lation Vol , 2000 .
[16] Zhenan Sun,et al. Bin-based classifier fusion of iris and face biometrics , 2017, Neurocomputing.
[17] Zhijun Zhang,et al. An Improved Faster R-CNN for Same Object Retrieval , 2017, IEEE Access.
[18] Rehanullah Khan,et al. Minutiae Based Automatic Fingerprint Recognition: Machine Learning Approaches , 2015, 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing.
[19] Sanjay Kumar Singh,et al. Fusion of electrocardiogram with unobtrusive biometrics: An efficient individual authentication system , 2012, Pattern Recognit. Lett..
[20] David G. Stork,et al. Pattern Classification (2nd ed.) , 1999 .
[21] Gian Luca Marcialis,et al. LivDet 2015 fingerprint liveness detection competition 2015 , 2015, 2015 IEEE 7th International Conference on Biometrics Theory, Applications and Systems (BTAS).
[22] Jun Sun,et al. A novel text structure feature extractor for Chinese scene text detection and recognition , 2017, 2016 23rd International Conference on Pattern Recognition (ICPR).
[23] Majid Komeili,et al. Liveness Detection and Automatic Template Updating Using Fusion of ECG and Fingerprint , 2018, IEEE Transactions on Information Forensics and Security.
[24] Michael S. Bernstein,et al. ImageNet Large Scale Visual Recognition Challenge , 2014, International Journal of Computer Vision.
[25] Ana L. N. Fred,et al. Check Your Biosignals Here: A new dataset for off-the-person ECG biometrics , 2014, Comput. Methods Programs Biomed..
[26] Jaime Lloret,et al. Network Traffic Classifier With Convolutional and Recurrent Neural Networks for Internet of Things , 2017, IEEE Access.
[27] Tülay Yildirim,et al. A multi-biometric recognition system based on deep features of face and gesture energy image , 2017, 2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA).
[28] Heung-Kyu Lee,et al. Fingerprint Spoof Detection Using Contrast Enhancement and Convolutional Neural Networks , 2017, ICISA.
[29] Richa Singh,et al. Incremental granular relevance vector machine: A case study in multimodal biometrics , 2016, Pattern Recognit..
[30] Mohamed Hammad,et al. Fingerprint classification based on a Q-Gaussian multiclass support vector machine , 2017, ICBEA '17.
[31] Tsuyoshi Isshiki,et al. Fingerprint authentication on touch sensor using Phase-Only Correlation method , 2016, 2016 7th International Conference of Information and Communication Technology for Embedded Systems (IC-ICTES).
[32] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[33] Anil K. Jain,et al. FVC2000: Fingerprint Verification Competition , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[34] Vincenzo Piuri,et al. Deep-ECG: Convolutional Neural Networks for ECG biometric recognition , 2019, Pattern Recognit. Lett..
[35] Trevor Darrell,et al. Caffe: Convolutional Architecture for Fast Feature Embedding , 2014, ACM Multimedia.
[36] Weria Khaksar,et al. Facial Expression Recognition Using Salient Features and Convolutional Neural Network , 2017, IEEE Access.
[37] Trevor Darrell,et al. Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation , 2013, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[38] B. Siddik Yarman,et al. A novel biometric authentication approach using electrocardiogram signals , 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
[39] Mohamed Hammad,et al. Cancelable biometric authentication system based on ECG , 2018, Multimedia Tools and Applications.
[40] Roberto de Alencar Lotufo,et al. Fingerprint Liveness Detection Using Convolutional Neural Networks , 2016, IEEE Transactions on Information Forensics and Security.
[41] Joseph A. O'Sullivan,et al. ECG biometrics: A robust short-time frequency analysis , 2010, 2010 IEEE International Workshop on Information Forensics and Security.
[42] Andrew Beng Jin Teoh,et al. Biohashing: two factor authentication featuring fingerprint data and tokenised random number , 2004, Pattern Recognit..
[43] Jürgen Schmidhuber,et al. Multi-column deep neural networks for image classification , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[44] Zhifang Wang,et al. Multimodal Biometric System Using Face-Iris Fusion Feature , 2011, J. Comput..
[45] Loris Nanni,et al. An improved BioHashing for human authentication , 2007, Pattern Recognit..