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        AUTHOR = "Xi, X.M. and Yang, L. and Yin, Y.L.",
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        AUTHOR = "Yang, J.F. and Wu, M.J. and Wang, W. and Shi, Y.H.",
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@article{bb211412,
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        TITLE = "System for multimodal biometric recognition based on finger knuckle and
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@article{bb211413,
        AUTHOR = "Sollinger, D. and Trung, P. and Uhl, A.",
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        AUTHOR = "Bhogal, A.P.S. and Sollinger, D. and Trung, P. and Hammerle Uhl, J. and Uhl, A.",
        TITLE = "Non-reference Image Quality Assessment for Fingervein Presentation
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        YEAR = "2017",
        PAGES = "I: 184-196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943v1.html#TT206532"}

@article{bb211415,
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        AUTHOR = "Omar, R.R. and Han, T.T. and Al Sumaidaee, S.A.M. and Chen, T.",
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@article{bb211418,
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@article{bb211419,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206559"}

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        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206560"}

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        AUTHOR = "Schuckers, S.A.C. and Parthasaradhi, S.T.V. and Derakshani, R. and Hornak, L.A.",
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        YEAR = "2004",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206561"}

@article{bb211444,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206562"}

@inproceedings{bb211445,
        AUTHOR = "Coli, P. and Marcialis, G.L. and Roli, F.",
        TITLE = "Vitality Detection from Fingerprint Images: A Critical Survey",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206563"}

@inproceedings{bb211446,
        AUTHOR = "Coli, P. and Marcialis, G.L. and Roli, F.",
        TITLE = "Analysis and Selection of Features for the Fingerprint Vitality
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@inproceedings{bb211447,
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@article{bb211448,
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@inproceedings{bb211449,
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@inproceedings{bb211450,
        AUTHOR = "Nikam, S.B. and Agarwal, S.",
        TITLE = "Gabor Filter-Based Fingerprint Anti-spoofing",
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@article{bb211451,
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@article{bb211452,
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@inproceedings{bb211453,
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@inproceedings{bb211454,
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@inproceedings{bb211455,
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@inproceedings{bb211456,
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@inproceedings{bb211457,
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@article{bb211458,
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fingerprint liveness detection",
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@article{bb211462,
        AUTHOR = "Guo, Y. and Fei, X.D. and Zhao, Q.",
        TITLE = "Fingerprint Liveness Detection Using Multiple Static Features and
Random Forests",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206580"}

@article{bb211463,
        AUTHOR = "Anjos, A. and Chakka, M.M. and Marcel, S.",
        TITLE = "Motion-based counter-measures to photo attacks in face recognition",
        JOURNAL = IET-Bio,
        VOLUME = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206581"}

@inproceedings{bb211464,
        AUTHOR = "Chingovska, I. and Anjos, A. and Marcel, S.",
        TITLE = "Anti-spoofing in Action: Joint Operation with a Verification System",
        BOOKTITLE = Biometrics13,
        YEAR = "2013",
        PAGES = "98-104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206582"}

@article{bb211465,
        AUTHOR = "Gragnaniello, D. and Poggi, G. and Sansone, C. and Verdoliva, L.",
        TITLE = "Local contrast phase descriptor for fingerprint liveness detection",
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        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206583"}

@article{bb211466,
        AUTHOR = "Marasco, E. and Ross, A.",
        TITLE = "A Survey on Antispoofing Schemes for Fingerprint Recognition Systems",
        JOURNAL = Surveys,
        VOLUME = "47",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "Article No 28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206584"}

@article{bb211467,
        AUTHOR = "Sousedik, C. and Busch, C.",
        TITLE = "Presentation Attack Detection Methods for Fingerprint Recognition
Systems: A Survey",
        JOURNAL = IET-Bio,
        VOLUME = "3",
        YEAR = "2014",
        NUMBER = "4",
        PAGES = "219-233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206585"}

@article{bb211468,
        AUTHOR = "Huang, Q.G. and Chang, S. and Liu, C. and Niu, B.B. and Tang, M. and Zhou, Z.",
        TITLE = "An evaluation of fake fingerprint databases utilizing SVM
classification",
        JOURNAL = PRL,
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        YEAR = "2015",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206586"}

@article{bb211469,
        AUTHOR = "Wild, P. and Radu, P. and Chen, L. and Ferryman, J.M.",
        TITLE = "Robust multimodal face and fingerprint fusion in the presence of
spoofing attacks",
        JOURNAL = PR,
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        YEAR = "2016",
        NUMBER = "1",
        PAGES = "17-25",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206587"}

@article{bb211470,
        AUTHOR = "Kim, S. and Park, B. and Song, B.S. and Yang, S.",
        TITLE = "Deep belief network based statistical feature learning for
fingerprint liveness detection",
        JOURNAL = PRL,
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        YEAR = "2016",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206588"}

@article{bb211471,
        AUTHOR = "Bhardwaj, I. and Londhe, N.D. and Kopparapu, S.I.K.",
        TITLE = "A spoof resistant multibiometric system based on the physiological
and behavioral characteristics of fingerprint",
        JOURNAL = PR,
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        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206589"}

@article{bb211472,
        AUTHOR = "Xia, Z.H. and Lv, R. and Zhu, Y.F. and Ji, P. and Sun, H.Y. and Shi, Y.Q.",
        TITLE = "Fingerprint liveness detection using gradient-based texture features",
        JOURNAL = SIViP,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "381-388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206590"}

@article{bb211473,
        AUTHOR = "Shi, Y.Q. and Sun, H.Y. and Ji, P. and Zhu, Y.F. and Lv, R. and Xia, Z.H.",
        TITLE = "Fingerprint liveness detection using gradient-based texture features",
        JOURNAL = SIViP,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206590"}

@article{bb211474,
        AUTHOR = "Kim, W.",
        TITLE = "Fingerprint Liveness Detection Using Local Coherence Patterns",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "51-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206591"}

@article{bb211475,
        AUTHOR = "Ghiani, L. and Yambay, D.A. and Mura, V. and Marcialis, G.L. and Roli, F. and Schuckers, S.A.",
        TITLE = "Review of the Fingerprint Liveness Detection (LivDet) competition
series: 2009 to 2015",
        JOURNAL = IVC,
        VOLUME = "58",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "110-128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206592"}

@article{bb211476,
        AUTHOR = "Ghiani, L. and Hadid, A. and Marcialis, G.L. and Roli, F.",
        TITLE = "Fingerprint liveness detection using local texture features",
        JOURNAL = IET-Bio,
        VOLUME = "6",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "224-231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206593"}

@article{bb211477,
        AUTHOR = "Echizen, I. and Ogane, T.",
        TITLE = "BiometricJammer: Method to Prevent Acquisition of Biometric Information
by Surreptitious Photography on Fingerprints",
        JOURNAL = IEICE,
        VOLUME = "E101-D",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "2-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206594"}

@article{bb211478,
        AUTHOR = "Askarin, M.M. and Wong, K. and Phan, R.C.W.",
        TITLE = "Planting attack on latent fingerprints",
        JOURNAL = IET-Bio,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "396-404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206595"}

@article{bb211479,
        AUTHOR = "Ali, S.S. and Ganapathi, I.I. and Prakash, S.",
        TITLE = "Robust technique for fingerprint template protection",
        JOURNAL = IET-Bio,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "536-549",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206596"}

@article{bb211480,
        AUTHOR = "Wayne Asera, A. and Aritsugi, M.",
        TITLE = "Weber Centralized Binary Fusion Descriptor for Fingerprint Liveness
Detection",
        JOURNAL = IEICE,
        VOLUME = "E102-D",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1422-1425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206597"}

@article{bb211481,
        AUTHOR = "Sharma, R.P. and Dey, S.",
        TITLE = "Fingerprint liveness detection using local quality features",
        JOURNAL = VC,
        VOLUME = "35",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1393-1410",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206598"}

@article{bb211482,
        AUTHOR = "Yuan, C.S. and Chen, X.Y. and Yu, P.P. and Meng, R.H. and Cheng, W.J. and Wu, Q.M.J. and Sun, X.M.",
        TITLE = "Semi-supervised stacked autoencoder-based deep hierarchical semantic
feature for real-time fingerprint liveness detection",
        JOURNAL = RealTimeIP,
        VOLUME = "17",
        YEAR = "2020",
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        PAGES = "55-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206599"}

@article{bb211483,
        AUTHOR = "Xia, Z. and Yuan, C. and Lv, R. and Sun, X. and Xiong, N.N. and Shi, Y.",
        TITLE = "A Novel Weber Local Binary Descriptor for Fingerprint Liveness
Detection",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206600"}

@article{bb211484,
        AUTHOR = "Tan, G.H. and Zhang, Q. and Hu, H.Y. and Zhu, X.Y. and Wu, X.Q.",
        TITLE = "Fingerprint liveness detection based on guided filtering and hybrid
image analysis",
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        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1710-1715",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206601"}

@inproceedings{bb211485,
        AUTHOR = "Anusha, B.V.S. and Banerjee, S. and Chaudhuri, S.",
        TITLE = "DeFraudNet:End2End Fingerprint Spoof Detection using Patch Level
Attention",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "2684-2693",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206602"}

@inproceedings{bb211486,
        AUTHOR = "Marasco, E. and Cando, S. and Tang, L.",
        TITLE = "Can Liveness Be Automatically Detected from Latent Fingerprints?",
        BOOKTITLE = IVF19,
        YEAR = "2019",
        PAGES = "93-99",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206603"}

@inproceedings{bb211487,
        AUTHOR = "Pala, F. and Bhanu, B.",
        TITLE = "On the accuracy and robustness of deep triplet embedding for
fingerprint liveness detection",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "116-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206604"}

@inproceedings{bb211488,
        AUTHOR = "Gonzalez Soler, L.J. and Chang, L. and Hernandez Palancar, J. and Perez Suarez, A. and Gomez Barrero, M.",
        TITLE = "Fingerprint Presentation Attack Detection Method Based on a
Bag-of-Words Approach",
        BOOKTITLE = CIARP17,
        YEAR = "2017",
        PAGES = "263-271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206605"}

@inproceedings{bb211489,
        AUTHOR = "Jing, Y.C. and Liu, G.L.",
        TITLE = "Analysis of out-of-focus blur influence on fingerprint liveness
detection system",
        BOOKTITLE = ICWAPR15,
        YEAR = "2015",
        PAGES = "158-164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206606"}

@inproceedings{bb211490,
        AUTHOR = "Toosi, A. and Cumani, S. and Bottino, A.",
        TITLE = "On Multiview Analysis for Fingerprint Liveness Detection",
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        YEAR = "2015",
        PAGES = "143-150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206607"}

@inproceedings{bb211491,
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liveness detector",
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        YEAR = "2014",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206609"}

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@inproceedings{bb211494,
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        BOOKTITLE = ICPR12,
        YEAR = "2012",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people943l1.html#TT206611"}

@inproceedings{bb211495,
        AUTHOR = "Marcialis, G.L. and Ghiani, L. and Vetter, K. and Morgeneier, D. and Roli, F.",
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