@inproceedings{bb191800,
        AUTHOR = "Zhang, Z.W. and Yi, D. and Lei, Z. and Li, S.Z.",
        TITLE = "Face Liveness Detection by Learning Multispectral Reflectance
Distributions",
        BOOKTITLE = FG11,
        YEAR = "2011",
        PAGES = "436-441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187087"}

@article{bb191801,
        AUTHOR = "Maatta, J. and Hadid, A. and Pietikainen, M.",
        TITLE = "Face spoofing detection from single images using texture and local
shape analysis",
        JOURNAL = IET-Bio,
        VOLUME = "1",
        YEAR = "2012",
        NUMBER = "1",
        MONTH = "March",
        PAGES = "3-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187088"}

@article{bb191802,
        AUTHOR = "Kose, N. and Dugelay, J.L.",
        TITLE = "Mask spoofing in face recognition and countermeasures",
        JOURNAL = IVC,
        VOLUME = "32",
        YEAR = "2014",
        NUMBER = "10",
        PAGES = "779-789",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187089"}

@inproceedings{bb191803,
        AUTHOR = "Kose, N. and Dugelay, J.L.",
        TITLE = "Shape and Texture Based Countermeasure to Protect Face Recognition
Systems against Mask Attacks",
        BOOKTITLE = Biometrics13,
        YEAR = "2013",
        PAGES = "111-116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187090"}

@inproceedings{bb191804,
        AUTHOR = "Kose, N. and Dugelay, J.L.",
        TITLE = "Countermeasure for the protection of face recognition systems against
mask attacks",
        BOOKTITLE = FG13,
        YEAR = "2013",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187091"}

@inproceedings{bb191805,
        AUTHOR = "Kose, N. and Apvrille, L. and Dugelay, J.L.",
        TITLE = "Facial makeup detection technique based on texture and shape analysis",
        BOOKTITLE = FG15,
        YEAR = "2015",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187092"}

@article{bb191806,
        AUTHOR = "de Freitas Pereira, T. and Komulainen, J. and Anjos, A. and de Martino, J. and Hadid, A. and Pietikainen, M. and Marcel, S.",
        TITLE = "Face liveness detection using dynamic texture",
        JOURNAL = JIVP,
        VOLUME = "2014",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "2",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187093"}

@inproceedings{bb191807,
        AUTHOR = "Komulainen, J. and Hadid, A. and Pietikainen, M.",
        TITLE = "Face Spoofing Detection Using Dynamic Texture",
        BOOKTITLE = CVLBP12,
        YEAR = "2012",
        PAGES = "I:146-157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187094"}

@article{bb191808,
        AUTHOR = "Biggio, B. and Akhtar, Z. and Fumera, G. and Marcialis, G.L. and Roli, F.",
        TITLE = "Security evaluation of biometric authentication systems under real
spoofing attacks",
        JOURNAL = IET-Bio,
        VOLUME = "1",
        YEAR = "2012",
        NUMBER = "1",
        MONTH = "March",
        PAGES = "11-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187095"}

@inproceedings{bb191809,
        AUTHOR = "Akhtar, Z. and Fumera, G. and Marcialis, G.L. and Roli, F.",
        TITLE = "Robustness Evaluation of Biometric Systems under Spoof Attacks",
        BOOKTITLE = CIAP11,
        YEAR = "2011",
        PAGES = "I: 159-168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187096"}

@article{bb191810,
        AUTHOR = "Biggio, B. and Fumera, G. and Marcialis, G.L. and Roli, F.",
        TITLE = "Statistical Meta-Analysis of Presentation Attacks for Secure
Multibiometric Systems",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "561-575",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187097"}

@inproceedings{bb191811,
        AUTHOR = "Roli, F. and Biggio, B. and Fumera, G.",
        TITLE = "Pattern Recognition Systems under Attack",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187098"}

@article{bb191812,
        AUTHOR = "Galbally, J. and Marcel, S. and Fierrez, J.",
        TITLE = "Image Quality Assessment for Fake Biometric Detection:
Application to Iris, Fingerprint, and Face Recognition",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "710-724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187099"}

@inproceedings{bb191813,
        AUTHOR = "Galbally, J. and Marcel, S.",
        TITLE = "Face Anti-spoofing Based on General Image Quality Assessment",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1173-1178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187100"}

@article{bb191814,
        AUTHOR = "Feng, Y.C. and Lim, M.H. and Yuen, P.C.",
        TITLE = "Masquerade attack on transform-based binary-template protection based
on perceptron learning",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "9",
        PAGES = "3019-3033",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187101"}

@article{bb191815,
        AUTHOR = "Bustard, J.D. and Carter, J.N. and Nixon, M.S. and Hadid, A.",
        TITLE = "Measuring and mitigating targeted biometric impersonation",
        JOURNAL = IET-Bio,
        VOLUME = "3",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "55-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187102"}

@article{bb191816,
        AUTHOR = "Kim, W. and Suh, S. and Han, J.",
        TITLE = "Face Liveness Detection From a Single Image via Diffusion Speed Model",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2456-2465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187103"}

@article{bb191817,
        AUTHOR = "Hadid, A. and Evans, N. and Marcel, S. and Fierrez, J.",
        TITLE = "Biometrics Systems Under Spoofing Attack:
An evaluation methodology and lessons learned",
        JOURNAL = SPMag,
        VOLUME = "32",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "20-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187104"}

@article{bb191818,
        AUTHOR = "Biggio, B. and Fumera, G. and Russu, P. and Didaci, L. and Roli, F.",
        TITLE = "Adversarial Biometric Recognition: A review on biometric system
security from the adversarial machine-learning perspective",
        JOURNAL = SPMag,
        VOLUME = "32",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "31-41",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187105"}

@article{bb191819,
        AUTHOR = "Pinto, A. and Pedrini, H. and Robson Schwartz, W. and Rocha, A.",
        TITLE = "Face Spoofing Detection Through Visual Codebooks of Spectral Temporal
Cubes",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4726-4740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187106"}

@article{bb191820,
        AUTHOR = "Feng, L.T. and Po, L.M. and Li, Y.M. and Xu, X.Y. and Yuan, F. and Cheung, T.C.H. and Cheung, K.W.",
        TITLE = "Integration of image quality and motion cues for face anti-spoofing:
A neural network approach",
        JOURNAL = JVCIR,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "451-460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187107"}

@article{bb191821,
        AUTHOR = "Galbally, J. and Satta, R.",
        TITLE = "Three-dimensional and two-and-a-half-dimensional face recognition
spoofing using three-dimensional printed models",
        JOURNAL = IET-Bio,
        VOLUME = "5",
        YEAR = "2016",
        NUMBER = "2",
        PAGES = "83-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187108"}

@article{bb191822,
        AUTHOR = "Gavrilescu, M.",
        TITLE = "Study on using individual differences in facial expressions for a
face recognition system immune to spoofing attacks",
        JOURNAL = IET-Bio,
        VOLUME = "5",
        YEAR = "2016",
        NUMBER = "3",
        PAGES = "236-242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187109"}

@article{bb191823,
        AUTHOR = "Schuckers, S.",
        TITLE = "Presentations and attacks, and spoofs, oh my",
        JOURNAL = IVC,
        VOLUME = "55, Part 1",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "26-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187110"}

@article{bb191824,
        AUTHOR = "Boulkenafet, Z. and Komulainen, J. and Hadid, A.",
        TITLE = "Face Antispoofing Using Speeded-Up Robust Features and Fisher Vector
Encoding",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "141-145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187111"}

@article{bb191825,
        AUTHOR = "Ramachandra, R. and Busch, C.",
        TITLE = "Presentation Attack Detection Methods for Face Recognition Systems:
A Comprehensive Survey",
        JOURNAL = Surveys,
        VOLUME = "50",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "April",
        PAGES = "Article No 8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187112"}

@inproceedings{bb191826,
        AUTHOR = "Raghavendra, R. and Raja, K.B. and Marcel, S. and Busch, C.",
        TITLE = "Face presentation attack detection across spectrum using
time-frequency descriptors of maximal response in Laplacian
scale-space",
        BOOKTITLE = IPTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187113"}

@article{bb191827,
        AUTHOR = "Mohammadi, A. and Bhattacharjee, S. and Marcel, S.",
        TITLE = "Deeply vulnerable: a study of the robustness of face recognition to
presentation attacks",
        JOURNAL = IET-Bio,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "15-26",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187114"}

@article{bb191828,
        AUTHOR = "Alotaibi, A. and Mahmood, A.",
        TITLE = "Deep face liveness detection based on nonlinear diffusion using
convolution neural network",
        JOURNAL = SIViP,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "May",
        PAGES = "713-720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187115"}

@article{bb191829,
        AUTHOR = "Sepas Moghaddam, A. and Malhadas, L. and Correia, P.L. and Pereira, F.",
        TITLE = "Face spoofing detection using a light field imaging framework",
        JOURNAL = IET-Bio,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "39-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187116"}

@article{bb191830,
        AUTHOR = "Li, L. and Correia, P.L. and Hadid, A.",
        TITLE = "Face recognition under spoofing attacks: countermeasures and research
directions",
        JOURNAL = IET-Bio,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "3-14",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187117"}

@inproceedings{bb191831,
        AUTHOR = "Hadid, A.",
        TITLE = "Face Biometrics Under Spoofing Attacks: Vulnerabilities,
Countermeasures, Open Issues, and Research Directions",
        BOOKTITLE = Biometrics14,
        YEAR = "2014",
        PAGES = "113-118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187118"}

@article{bb191832,
        TITLE = "Guest Editorial: Face Recognition and Spoofing Attacks",
        JOURNAL = IET-Bio,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1-2",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187119"}

@article{bb191833,
        AUTHOR = "Edmunds, T. and Caplier, A.",
        TITLE = "Face spoofing detection based on colour distortions",
        JOURNAL = IET-Bio,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "27-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187120"}

@inproceedings{bb191834,
        AUTHOR = "Edmunds, T. and Caplier, A.",
        TITLE = "Fake face detection based on radiometric distortions",
        BOOKTITLE = IPTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187121"}

@article{bb191835,
        AUTHOR = "Xia, Z.Q. and Peng, X.L. and Feng, X.Y. and Hadid, A.",
        TITLE = "Scarce face recognition via two-layer collaborative representation",
        JOURNAL = IET-Bio,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "56-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187122"}

@inproceedings{bb191836,
        AUTHOR = "Li, L. and Feng, X.Y. and Boulkenafet, Z. and Xia, Z.Q. and Li, M. and Hadid, A.",
        TITLE = "An original face anti-spoofing approach using partial convolutional
neural network",
        BOOKTITLE = IPTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187123"}

@article{bb191837,
        AUTHOR = "Zhao, X. and Lin, Y. and Heikkila, J.",
        TITLE = "Dynamic Texture Recognition Using Volume Local Binary Count Patterns
With an Application to 2D Face Spoofing Detection",
        JOURNAL = MultMed,
        VOLUME = "20",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "552-566",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187124"}

@article{bb191838,
        AUTHOR = "Edmunds, T. and Caplier, A.",
        TITLE = "Motion-based countermeasure against photo and video spoofing attacks
in face recognition",
        JOURNAL = JVCIR,
        VOLUME = "50",
        YEAR = "2018",
        PAGES = "314-332",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187125"}

@article{bb191839,
        AUTHOR = "Zhang, L.B. and Peng, F. and Qin, L. and Long, M.",
        TITLE = "Face spoofing detection based on color texture Markov feature and
support vector machine recursive feature elimination",
        JOURNAL = JVCIR,
        VOLUME = "51",
        YEAR = "2018",
        PAGES = "56-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187126"}

@article{bb191840,
        AUTHOR = "Beham, M.P. and Roomi, S.M.M.",
        TITLE = "Anti-spoofing enabled face recognition based on aggregated local
weighted gradient orientation",
        JOURNAL = SIViP,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "531-538",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187127"}

@article{bb191841,
        AUTHOR = "Nordrum, A.",
        TITLE = "Forging voices and faces",
        JOURNAL = Spectrum,
        VOLUME = "55",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "14-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187128"}

@article{bb191842,
        AUTHOR = "Li, L. and Feng, X.Y. and Xia, Z.Q. and Jiang, X.Y. and Hadid, A.",
        TITLE = "Face spoofing detection with local binary pattern network",
        JOURNAL = JVCIR,
        VOLUME = "54",
        YEAR = "2018",
        PAGES = "182-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187129"}

@inproceedings{bb191843,
        AUTHOR = "Li, L. and Feng, X.Y. and Jiang, X.Y. and Xia, Z.Q. and Hadid, A.",
        TITLE = "Face anti-spoofing via deep local binary patterns",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "101-105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187130"}

@article{bb191844,
        AUTHOR = "Gomez Barrero, M. and Rathgeb, C. and Scherhag, U. and Busch, C.",
        TITLE = "Predicting the vulnerability of biometric systems to attacks based on
morphed biometric information",
        JOURNAL = IET-Bio,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "333-341",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187131"}

@article{bb191845,
        AUTHOR = "Hamdan, B. and Mokhtar, K.",
        TITLE = "A self-immune to 3D masks attacks face recognition system",
        JOURNAL = SIViP,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "September",
        PAGES = "1053-1060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187132"}

@article{bb191846,
        AUTHOR = "Boulkenafet, Z. and Komulainen, J. and Hadid, A.",
        TITLE = "On the generalization of color texture-based face anti-spoofing",
        JOURNAL = IVC,
        VOLUME = "77",
        YEAR = "2018",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187133"}

@inproceedings{bb191847,
        AUTHOR = "Boulkenafet, Z. and Komulainen, J. and Hadid, A.",
        TITLE = "Face anti-spoofing based on color texture analysis",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "2636-2640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187134"}

@article{bb191848,
        AUTHOR = "Chen, Q. and Sang, L.",
        TITLE = "Face-mask recognition for fraud prevention using Gaussian mixture
model",
        JOURNAL = JVCIR,
        VOLUME = "55",
        YEAR = "2018",
        PAGES = "795-801",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187135"}

@article{bb191849,
        AUTHOR = "Song, X. and Zhao, X. and Fang, L. and Lin, T.",
        TITLE = "Discriminative representation combinations for accurate face spoofing
detection",
        JOURNAL = PR,
        VOLUME = "85",
        YEAR = "2019",
        PAGES = "220-231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187136"}

@inproceedings{bb191850,
        AUTHOR = "Matern, F. and Riess, C. and Stamminger, M.",
        TITLE = "Exploiting Visual Artifacts to Expose Deepfakes and Face
Manipulations",
        BOOKTITLE = IVF19,
        YEAR = "2019",
        PAGES = "83-92",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187137"}

@article{bb191851,
        AUTHOR = "Rehman, Y.A.U. and Po, L.M. and Liu, M.Y. and Zou, Z. and Ou, W.F. and Zhao, Y.",
        TITLE = "Face liveness detection using convolutional-features fusion of real
and deep network generated face images",
        JOURNAL = JVCIR,
        VOLUME = "59",
        YEAR = "2019",
        PAGES = "574-582",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187138"}

@article{bb191852,
        AUTHOR = "Chen, L.Y. and Zhao, G.H. and Zhou, J. and Ho, A.T.S. and Cheng, L.M.",
        TITLE = "Face template protection using deep LDPC codes learning",
        JOURNAL = IET-Bio,
        VOLUME = "8",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "190-197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187139"}

@article{bb191853,
        AUTHOR = "Goswami, G. and Agarwal, A. and Ratha, N. and Vatsa, M.",
        TITLE = "Detecting and Mitigating Adversarial Perturbations for Robust Face
Recognition",
        JOURNAL = IJCV,
        VOLUME = "127",
        YEAR = "2019",
        NUMBER = "6-7",
        MONTH = "June",
        PAGES = "719-742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187140"}

@inproceedings{bb191854,
        AUTHOR = "Natsume, R. and Inoue, K. and Fukuhara, Y. and Yamamoto, S. and Morishima, S. and Kataoka, H.",
        TITLE = "Understanding Fake Faces",
        BOOKTITLE = BrainDriven18,
        YEAR = "2018",
        PAGES = "III:566-576",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187141"}

@inproceedings{bb191855,
        AUTHOR = "Damer, N. and Boller, V. and Wainakh, Y. and Boutros, F. and Terhorst, P. and Braun, A. and Kuijper, A.",
        TITLE = "Detecting Face Morphing Attacks by Analyzing the Directed Distances of
Facial Landmarks Shifts",
        BOOKTITLE = GCPR18,
        YEAR = "2018",
        PAGES = "518-534",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187142"}

@inproceedings{bb191856,
        AUTHOR = "Dabouei, A. and Soleymani, S. and Dawson, J. and Nasrabadi, N.",
        TITLE = "Fast Geometrically-Perturbed Adversarial Faces",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1979-1988",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187143"}

@inproceedings{bb191857,
        AUTHOR = "Liu, J. and Kumar, A.",
        TITLE = "Detecting Presentation Attacks from 3D Face Masks Under Multispectral
Imaging",
        BOOKTITLE = DFW18,
        YEAR = "2018",
        PAGES = "47-475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187144"}

@inproceedings{bb191858,
        AUTHOR = "Sharif, M. and Baue, L. and Reite, M.K.",
        TITLE = "On the Suitability of Lp-Norms for Creating and Preventing
Adversarial Examples",
        BOOKTITLE = PRIV18,
        YEAR = "2018",
        PAGES = "1686-16868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187145"}

@inproceedings{bb191859,
        AUTHOR = "Zhang, K. and Chang, Y. and Hsu, W.",
        TITLE = "Deep Disguised Faces Recognition",
        BOOKTITLE = DFW18,
        YEAR = "2018",
        PAGES = "32-324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187146"}

@inproceedings{bb191860,
        AUTHOR = "Kohli, N. and Yadav, D. and Noore, A.",
        TITLE = "Face Verification with Disguise Variations via Deep Disguise
Recognizer",
        BOOKTITLE = DFW18,
        YEAR = "2018",
        PAGES = "17-177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187147"}

@inproceedings{bb191861,
        AUTHOR = "Gupta, I. and Bhalla, I. and Singh, R. and Vatsa, M.",
        TITLE = "Scattering Transform for Matching Surgically Altered Face Images",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2215-2220",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187148"}

@inproceedings{bb191862,
        AUTHOR = "Ming, Z. and Chazalon, J. and Muzzamil Luqman, M. and Visani, M. and Burie, J.",
        TITLE = "FaceLiveNet: End-to-End Networks Combining Face Verification with
Interactive Facial Expression-Based Liveness Detection",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "3507-3512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187149"}

@inproceedings{bb191863,
        AUTHOR = "Sun, X. and Huang, L. and Liu, C.",
        TITLE = "Multimodal Face Spoofing Detection via RGB-D Images",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2221-2226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187150"}

@inproceedings{bb191864,
        AUTHOR = "Luo, S. and Kan, M. and Wu, S.Z. and Chen, X.L. and Shan, S.G.",
        TITLE = "Face Anti-Spoofing with Multi-Scale Information",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "3402-3407",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187151"}

@inproceedings{bb191865,
        AUTHOR = "Liu, Y. and Jourabloo, A. and Liu, X.",
        TITLE = "Learning Deep Models for Face Anti-Spoofing:
Binary or Auxiliary Supervision",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "389-398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187152"}

@inproceedings{bb191866,
        AUTHOR = "Jourabloo, A. and Liu, Y. and Liu, X.M.",
        TITLE = "Face De-spoofing: Anti-spoofing via Noise Modeling",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XIII: 297-315",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187153"}

@inproceedings{bb191867,
        AUTHOR = "Liu, S.Q. and Lan, X.Y. and Yuen, P.C.",
        TITLE = "Remote Photoplethysmography Correspondence Feature for 3D Mask Face
Presentation Attack Detection",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XVI: 577-594",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187154"}

@inproceedings{bb191868,
        AUTHOR = "Lavrentyeva, G. and Kudashev, O. and Melnikov, A. and De Marsico, M. and Matveev, Y.",
        TITLE = "Interactive Photo Liveness for Presentation Attacks Detection",
        BOOKTITLE = ICIAR18,
        YEAR = "2018",
        PAGES = "252-258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187155"}

@inproceedings{bb191869,
        AUTHOR = "Paiz Reyes, E. and Nunes de Lima, N. and Ablanedo, J. and Fairchild, E. and Griffith, T. and Rodeheffer, C.",
        TITLE = "Is This Person Real? Avatar Stylization and Its Influence on Human
Perception in a Counseling Training Environment",
        BOOKTITLE = VAMR18,
        YEAR = "2018",
        PAGES = "I: 279-289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187156"}

@inproceedings{bb191870,
        AUTHOR = "Damer, N. and Dimitrov, K.",
        TITLE = "Practical View on Face Presentation Attack Detection",
        BOOKTITLE = BMVC16,
        YEAR = "2016",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187157"}

@inproceedings{bb191871,
        AUTHOR = "Song, X. and Zhao, X. and Lin, T.",
        TITLE = "Face spoofing detection by fusing binocular depth and spatial pyramid
coding micro-texture features",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "96-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187158"}

@inproceedings{bb191872,
        AUTHOR = "Souza, G.B. and Santos, D.F.S. and Pires, R.G. and Marana, A.N. and Papa, J.P.",
        TITLE = "Efficient Transfer Learning for Robust Face Spoofing Detection",
        BOOKTITLE = CIARP17,
        YEAR = "2017",
        PAGES = "643-651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187159"}

@inproceedings{bb191873,
        AUTHOR = "Ali, A. and Alsufyani, N. and Hoque, S. and Deravi, F.",
        TITLE = "Biometric Counter-Spoofing for Mobile Devices Using Gaze Information",
        BOOKTITLE = PReMI17,
        YEAR = "2017",
        PAGES = "11-18",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187160"}

@inproceedings{bb191874,
        AUTHOR = "Agarwal, A. and Yadav, D. and Kohli, N. and Singh, R. and Vatsa, M. and Noore, A.",
        TITLE = "Face Presentation Attack with Latex Masks in Multispectral Videos",
        BOOKTITLE = PBVS17,
        YEAR = "2017",
        PAGES = "275-283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187161"}

@inproceedings{bb191875,
        AUTHOR = "Zhou, P. and Han, X. and Morariu, V.I. and Davis, L.S.",
        TITLE = "Two-Stream Neural Networks for Tampered Face Detection",
        BOOKTITLE = MedForen17,
        YEAR = "2017",
        PAGES = "1831-1839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187162"}

@inproceedings{bb191876,
        AUTHOR = "Raghavendra, R. and Raja, K.B. and Venkatesh, S. and Busch, C.",
        TITLE = "Transferable Deep-CNN Features for Detecting Digital and
Print-Scanned Morphed Face Images",
        BOOKTITLE = MedForen17,
        YEAR = "2017",
        PAGES = "1822-1830",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187163"}

@inproceedings{bb191877,
        AUTHOR = "Peng, B. and Wang, W. and Dong, J. and Tan, T.",
        TITLE = "Position Determines Perspective:
Investigating Perspective Distortion for Image Forensics of Faces",
        BOOKTITLE = MedForen17,
        YEAR = "2017",
        PAGES = "1813-1821",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187164"}

@inproceedings{bb191878,
        AUTHOR = "Seibold, C. and Samek, W. and Hilsmann, A. and Eisert, P.",
        TITLE = "Detection of Face Morphing Attacks by Deep Learning",
        BOOKTITLE = IWDW17,
        YEAR = "2017",
        PAGES = "107-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187165"}

@inproceedings{bb191879,
        AUTHOR = "Wandzik, L. and Garcia, R.V. and Kaeding, G. and Chen, X.",
        TITLE = "CNNs Under Attack: On the Vulnerability of Deep Neural Networks Based
Face Recognition to Image Morphing",
        BOOKTITLE = IWDW17,
        YEAR = "2017",
        PAGES = "121-135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187166"}

@inproceedings{bb191880,
        AUTHOR = "Neubert, T.",
        TITLE = "Face Morphing Detection: An Approach Based on Image Degradation
Analysis",
        BOOKTITLE = IWDW17,
        YEAR = "2017",
        PAGES = "93-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187167"}

@inproceedings{bb191881,
        AUTHOR = "Yeh, C.H. and Chang, H.H.",
        TITLE = "Face Liveness Detection Based on Perceptual Image Quality Assessment
Features with Multi-scale Analysis",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "49-56",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187168"}

@inproceedings{bb191882,
        AUTHOR = "Yeh, C.H. and Chang, H.H.",
        TITLE = "Face liveness detection with feature discrimination between sharpness
and blurriness",
        BOOKTITLE = MVA17,
        YEAR = "2017",
        PAGES = "398-401",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187169"}

@inproceedings{bb191883,
        AUTHOR = "Asim, M. and Ming, Z. and Javed, M.Y.",
        TITLE = "CNN based spatio-temporal feature extraction for face anti-spoofing",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
        PAGES = "234-238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187170"}

@inproceedings{bb191884,
        AUTHOR = "Nowara, E.M. and Sabharwal, A. and Veeraraghavan, A.",
        TITLE = "PPGSecure: Biometric Presentation Attack Detection Using
Photopletysmograms",
        BOOKTITLE = FG17,
        YEAR = "2017",
        PAGES = "56-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187171"}

@inproceedings{bb191885,
        AUTHOR = "Tang, Y. and Chen, L.",
        TITLE = "3D Facial Geometric Attributes Based Anti-Spoofing Approach against
Mask Attacks",
        BOOKTITLE = FG17,
        YEAR = "2017",
        PAGES = "589-595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187172"}

@inproceedings{bb191886,
        AUTHOR = "Lucena, O. and Junior, A. and Moia, V. and Souza, R. and Valle, E. and Lotufo, R.",
        TITLE = "Transfer Learning Using Convolutional Neural Networks for Face
Anti-spoofing",
        BOOKTITLE = ICIAR17,
        YEAR = "2017",
        PAGES = "27-34",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187173"}

@inproceedings{bb191887,
        AUTHOR = "Zhang, X. and Hu, X. and Ma, M. and Chen, C. and Peng, S.",
        TITLE = "Face spoofing detection based on 3D lighting environment analysis of
image pair",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2995-3000",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187174"}

@inproceedings{bb191888,
        AUTHOR = "Li, X.B. and Komulainen, J. and Zhao, G. and Yuen, P.C. and Pietikainen, M.",
        TITLE = "Generalized face anti-spoofing by detecting pulse from face videos",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "4244-4249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187175"}

@inproceedings{bb191889,
        AUTHOR = "Sun, X.D. and Huang, L. and Liu, C.P.",
        TITLE = "Context based face spoofing detection using active near-infrared
images",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "4262-4267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187176"}

@inproceedings{bb191890,
        AUTHOR = "Siddiqui, T.A. and Bharadwaj, S. and Dhamecha, T.I. and Agarwal, A. and Vatsa, M. and Singh, R. and Ratha, N.",
        TITLE = "Face anti-spoofing with multifeature videolet aggregation",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1035-1040",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187177"}

@inproceedings{bb191891,
        AUTHOR = "Tian, G. and Mori, T. and Okuda, Y.",
        TITLE = "Spoofing detection for embedded face recognition system using a low
cost stereo camera",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1017-1022",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187178"}

@inproceedings{bb191892,
        AUTHOR = "Tian, Y. and Xiang, S.J.",
        TITLE = "Detection of Video-Based Face Spoofing Using LBP and Multiscale DCT",
        BOOKTITLE = IWDW16,
        YEAR = "2016",
        PAGES = "16-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187179"}

@inproceedings{bb191893,
        AUTHOR = "Li, H. and Wang, S. and Kot, A.C.",
        TITLE = "Face spoofing detection with image quality regression",
        BOOKTITLE = IPTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187180"}

@inproceedings{bb191894,
        AUTHOR = "Rudd, E.M. and Gunther, M. and Boult, T.E.",
        TITLE = "PARAPH: Presentation Attack Rejection by Analyzing Polarization
Hypotheses",
        BOOKTITLE = Biometrics16,
        YEAR = "2016",
        PAGES = "171-178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187181"}

@inproceedings{bb191895,
        AUTHOR = "Liu, S. and Yuen, P.C. and Zhang, S.P. and Zhao, G.Y.",
        TITLE = "3D Mask Face Anti-spoofing with Remote Photoplethysmography",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "VII: 85-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187182"}

@inproceedings{bb191896,
        AUTHOR = "Liu, S. and Yang, B. and Yuen, P.C. and Zhao, G.Y.",
        TITLE = "A 3D Mask Face Anti-Spoofing Database with Real World Variations",
        BOOKTITLE = Affect16,
        YEAR = "2016",
        PAGES = "1551-1557",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187183"}

@inproceedings{bb191897,
        AUTHOR = "Phan, Q.T. and Dang Nguyen, D.T. and Boato, G. and de Natale, F.G.B.",
        TITLE = "Using LDP-TOP in Video-Based Spoofing Detection",
        BOOKTITLE = CIAP17,
        YEAR = "2017",
        PAGES = "II:614-624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187184"}

@inproceedings{bb191898,
        AUTHOR = "Phan, Q.T. and Dang Nguyen, D.T. and Boato, G. and de Natale, F.G.B.",
        TITLE = "FACE spoofing detection using LDP-TOP",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "404-408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187185"}

@inproceedings{bb191899,
        AUTHOR = "Garcia, D.C. and de Queiroz, R.L.",
        TITLE = "Evaluating the effects of image compression in Moire-pattern-based
face-spoofing detection",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "4843-4847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people935lf1.html#TT187186"}

Last update:Jun 24, 2019 at 10:45:36