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Chun-Wei Tan, Ajay Kumar (2014)
Integrating ocular and iris descriptors for fake iris image detection2nd International Workshop on Biometrics and Forensics
G. Chetty (2010)
Biometric liveness checking using multimodal fuzzy fusionInternational Conference on Fuzzy Systems
Eunhwa Kyungho (2016)
Journal of Systems and Information Technology Biometric verification based on facial profile images for mobile security
Mayank Agarwal, Nikunj Jain, Manish Kumar, H. Agrawal (2010)
Face Recognition Using Eigen Faces and Artificial Neural NetworkInternational Journal of Computer Theory and Engineering
J. Bigun, H. Fronthaler, K. Kollreider (2004)
Assuring liveness in biometric identity authentication by real-time face trackingProceedings of the 2004 IEEE International Conference on Computational Intelligence for Homeland Security and Personal Safety, 2004. CIHSPS 2004.
Javier Galbally, S. Marcel, Julian Fierrez (2014)
Image Quality Assessment for Fake Biometric Detection: Application to Iris, Fingerprint, and Face RecognitionIEEE Transactions on Image Processing, 23
K. Raja, Ramachandra Raghavendra, C. Busch (2015)
Video Presentation Attack Detection in Visible Spectrum Iris Recognition Using Magnified Phase InformationIEEE Transactions on Information Forensics and Security, 10
Wei Bao, Hong Li, Nan Li, Wei Jiang (2009)
A liveness detection method for face recognition based on optical flow field2009 International Conference on Image Analysis and Signal Processing
Ivana Chingovska, André Anjos, S. Marcel (2012)
On the effectiveness of local binary patterns in face anti-spoofing2012 BIOSIG - Proceedings of the International Conference of Biometrics Special Interest Group (BIOSIG)
Sooyeon Kim, Sunjin Yu, Kwangtaek Kim, Yuseok Ban, Sangyoun Lee (2013)
Face liveness detection using variable focusing2013 International Conference on Biometrics (ICB)
G. Chetty, M. Wagner (2009)
Biometric person authentication with liveness detection based on audio-visual fusionInt. J. Biom., 1
Rizwan Chaudhry, Avinash Ravichandran, Gregory Hager, R. Vidal (2009)
Histograms of oriented optical flow and Binet-Cauchy kernels on nonlinear dynamical systems for the recognition of human actions2009 IEEE Conference on Computer Vision and Pattern Recognition
Xiaoyang Tan, Yi Li, Jun Liu, Lin Jiang (2010)
Face Liveness Detection from a Single Image with Sparse Low Rank Bilinear Discriminative Model
Yingzi Du (2006)
Review of iris recognition: cameras, systems, and their applicationsSensor Review, 26
Journal of Systems and Information Technology, 17
I. Dryden, L. Bai, C. Brignell, Linlin Shen (2009)
Factored principal components analysis, with applications to face recognitionStatistics and Computing, 19
K. Kollreider, H. Fronthaler, J. Bigün (2008)
Verifying liveness by multiple experts in face biometrics2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews), 35
Abhijit Das, U. Pal, M. Ferrer-Ballester, M. Blumenstein (2016)
A framework for liveness detection for direct attacks in the visible spectrum for multimodal ocular biometricsPattern Recognit. Lett., 82
K. Kollreider, H. Fronthaler, J. Bigün (2005)
Evaluating liveness by face images and the structure tensorFourth IEEE Workshop on Automatic Identification Advanced Technologies (AutoID'05)
Jianwei Yang, Zhen Lei, Shengcai Liao, S. Li (2013)
Face liveness detection with component dependent descriptor2013 International Conference on Biometrics (ICB)
Gang Pan, Lin Sun, Zhaohui Wu, S. Lao (2007)
Eyeblink-based Anti-Spoofing in Face Recognition from a Generic Webcamera2007 IEEE 11th International Conference on Computer Vision
University of Twente Centre for Telematica & Information Technology, 832
IJCSC, 4
Di Wen, Hu Han, Anil Jain (2015)
Face Spoof Detection With Image Distortion AnalysisIEEE Transactions on Information Forensics and Security, 10
André Anjos, S. Marcel (2011)
Counter-measures to photo attacks in face recognition: A public database and a baseline2011 International Joint Conference on Biometrics (IJCB)
Avinash Singh, Piyush Joshi, G. Nandi (2014)
Face recognition with liveness detection using eye and mouth movement2014 International Conference on Signal Propagation and Computer Technology (ICSPCT 2014)
Shoude Chang, K. Larin, Youxin Mao, W. Almuhtadi, C. Flueraru (2011)
Fingerprint Spoof Detection By NIR Optical Analysis
Sujan Parthasaradhi, R. Derakhshani, L. Hornak, S. Schuckers (2004)
Comparison of Classification Methods for Time-Series Detection of Perspiration as a Liveness Test in Fingerprint Devices
D. Menotti, G. Chiachia, A. Pinto, William Schwartz, H. Pedrini, Alexandre Falcão, A. Rocha (2014)
Deep Representations for Iris, Face, and Fingerprint Spoofing DetectionIEEE Transactions on Information Forensics and Security, 10
M. Marsico, M. Nappi, D. Riccio, J. Dugelay (2012)
Moving face spoofing detection via 3D projective invariants2012 5th IAPR International Conference on Biometrics (ICB)
Zhiwei Zhang, Junjie Yan, Sifei Liu, Zhen Lei, Dong Yi, S. Li (2012)
A face antispoofing database with diverse attacks2012 5th IAPR International Conference on Biometrics (ICB)
Jukka Määttä, A. Hadid, M. Pietikäinen (2011)
Face spoofing detection from single images using micro-texture analysis2011 International Joint Conference on Biometrics (IJCB)
Jiangwei Li, Yunhong Wang, T. Tan, Anil Jain (2004)
Live face detection based on the analysis of Fourier spectra, 5404
Wen Zhao, R. Chellappa, P. Phillips, A. Rosenfeld (2003)
Face recognition: A literature surveyACM Comput. Surv., 35
Santosh Tirunagari, N. Poh, David Windridge, A. Iorliam, Nik Suki, A. Ho (2015)
Detection of Face Spoofing Using Visual DynamicsIEEE Transactions on Information Forensics and Security, 10
Lin Sun, Gang Pan, Zhaohui Wu, S. Lao (2007)
Blinking-Based Live Face Detection Using Conditional Random Fields
L. Shen, L. Bai, M. Fairhurst (2007)
Gabor wavelets and General Discriminant Analysis for face identification and verificationImage Vis. Comput., 25
Saptarshi Chakraborty, Dhrubajyoti Das (2014)
An Overview of Face Liveness DetectionArXiv, abs/1405.2227
Wonjun Kim, Sungjoo Suh, Jae-Joon Han (2015)
Face Liveness Detection From a Single Image via Diffusion Speed ModelIEEE Transactions on Image Processing, 24
Samarth Bharadwaj, Tejas Dhamecha, Mayank Vatsa, Richa Singh (2013)
Computationally Efficient Face Spoofing Detection with Motion Magnification2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops
A. Antonelli, R. Cappelli, D. Maio, D. Maltoni (2006)
Fake finger detection by skin distortion analysisIEEE Transactions on Information Forensics and Security, 1
PurposeBiometric systems are widely used for face recognition. They have rapidly developed in recent years. Compared with other approaches, such as fingerprint recognition, handwriting verification and retinal and iris scanning, face recognition is more straightforward, user friendly and extensively used. The aforementioned approaches, including face recognition, are vulnerable to malicious attacks by impostors; in such cases, face liveness detection comes in handy to ensure both accuracy and robustness. Liveness is an important feature that reflects physiological signs and differentiates artificial from real biometric traits. This paper aims to provide a simple path for the future development of more robust and accurate liveness detection approaches.Design/methodology/approachThis paper discusses about introduction to the face biometric system, liveness detection in face recognition system and comparisons between the different discussed works of existing measures.Originality/valueThis paper presents an overview, comparison and discussion of proposed face liveness detection methods to provide a reference for the future development of more robust and accurate liveness detection approaches.
Sensor Review – Emerald Publishing
Published: Jun 19, 2017
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