21.5.1.4 Liveness Detection, Spoofing, Faces, Other Biometrics

Chapter Contents (Back)
Application, Biometrics. Liveness. Spoofing. See also Liveness Detection, Spoofing, Fingerprint Recognition.

Kollreider, K.[Klaus], Fronthaler, H.[Hartwig], Bigun, J.[Josef],
Non-intrusive liveness detection by face images,
IVC(27), No. 3, February 2009, pp. 233-244.
Elsevier DOI 0804
BibRef
Earlier:
Verifying liveness by multiple experts in face biometrics,
Biometrics08(1-6).
IEEE DOI 0806
Face liveness; Liveness detection; Anti-spoofing measures; Optical flow; Motion of lines; Optical flow of lines; Orientation estimation; Face part models; Retinotopic vision; Local Gabor decomposition; Support vector machine classification BibRef

Zhang, Z.W.[Zhi-Wei], Yi, D.[Dong], Lei, Z.[Zhen], Li, S.Z.,
Regularized Transfer Boosting for Face Detection Across Spectrum,
SPLetters(19), No. 3, March 2012, pp. 131-134.
IEEE DOI 1202
BibRef

Zhang, Z.W.[Zhi-Wei], Yi, D.[Dong], Lei, Z.[Zhen], Li, S.Z.[Stan Z.],
Face Liveness Detection by Learning Multispectral Reflectance Distributions,
FG11(436-441).
IEEE DOI 1103
BibRef

Maatta, J., Hadid, A.[Abdenour], Pietikäinen, M.[Matti],
Face spoofing detection from single images using texture and local shape analysis,
IET-Bio(1), No. 1, March 2012, pp. 3-10.
DOI Link 1305
BibRef

Kose, N.[Neslihan], Dugelay, J.L.[Jean-Luc],
Mask spoofing in face recognition and countermeasures,
IVC(32), No. 10, 2014, pp. 779-789.
Elsevier DOI 1410
BibRef
Earlier:
Shape and Texture Based Countermeasure to Protect Face Recognition Systems against Mask Attacks,
Biometrics13(111-116)
IEEE DOI 1309
BibRef
And:
Countermeasure for the protection of face recognition systems against mask attacks,
FG13(1-6)
IEEE DOI 1309
Spoofing. face recognition BibRef

Kose, N.[Neslihan], Apvrille, L., Dugelay, J.L.[Jean-Luc],
Facial makeup detection technique based on texture and shape analysis,
FG15(1-7)
IEEE DOI 1508
face recognition BibRef

de Freitas Pereira, T.[Tiago], Komulainen, J.[Jukka], Anjos, A.[Andre], de Martino, J.[Jose], Hadid, A.[Abdenour], Pietikainen, M.[Matti], Marcel, S.[Sebastien],
Face liveness detection using dynamic texture,
JIVP(2014), No. 1, 2014, pp. 2.
DOI Link 1402
BibRef

Komulainen, J.[Jukka], Hadid, A.[Abdenour], Pietikäinen, M.[Matti],
Face Spoofing Detection Using Dynamic Texture,
CVLBP12(I:146-157).
Springer DOI 1304
BibRef

Biggio, B.[Battista], Akhtar, Z.[Zahid], Fumera, G.[Giorgio], Marcialis, G.L.[Gian Luca], Roli, F.[Fabio],
Security evaluation of biometric authentication systems under real spoofing attacks,
IET-Bio(1), No. 1, March 2012, pp. 11-24.
DOI Link 1305
BibRef
Earlier: A2, A3, A4, A5, Only:
Robustness Evaluation of Biometric Systems under Spoof Attacks,
CIAP11(I: 159-168).
Springer DOI 1109
BibRef

Biggio, B.[Battista], Fumera, G.[Giorgio], Marcialis, G.L.[Gian Luca], Roli, F.[Fabio],
Statistical Meta-Analysis of Presentation Attacks for Secure Multibiometric Systems,
PAMI(39), No. 3, March 2017, pp. 561-575.
IEEE DOI 1702
Biometrics (access control) BibRef

Roli, F.[Fabio], Biggio, B.[Battista], Fumera, G.[Giorgio],
Pattern Recognition Systems under Attack,
CIARP13(I:1-8).
Springer DOI 1311
BibRef

Galbally, J.[Javier], Marcel, S.[Sebastien], Fierrez, J.,
Image Quality Assessment for Fake Biometric Detection: Application to Iris, Fingerprint, and Face Recognition,
IP(23), No. 2, February 2014, pp. 710-724.
IEEE DOI 1402
face recognition BibRef

Galbally, J.[Javier], Marcel, S.[Sebastien],
Face Anti-spoofing Based on General Image Quality Assessment,
ICPR14(1173-1178)
IEEE DOI 1412
Databases BibRef

Feng, Y.C.[Yi C.], Lim, M.H.[Meng-Hui], Yuen, P.C.[Pong C.],
Masquerade attack on transform-based binary-template protection based on perceptron learning,
PR(47), No. 9, 2014, pp. 3019-3033.
Elsevier DOI 1406
Masquerade attack BibRef

Bustard, J.D., Carter, J.N., Nixon, M.S., Hadid, A.,
Measuring and mitigating targeted biometric impersonation,
IET-Bio(3), No. 2, June 2014, pp. 55-61.
DOI Link 1407
BibRef

Kim, W., Suh, S., Han, J.,
Face Liveness Detection From a Single Image via Diffusion Speed Model,
IP(24), No. 8, August 2015, pp. 2456-2465.
IEEE DOI 1505
Face BibRef

Hadid, A., Evans, N., Marcel, S., Fierrez, J.,
Biometrics Systems Under Spoofing Attack: An evaluation methodology and lessons learned,
SPMag(32), No. 5, September 2015, pp. 20-30.
IEEE DOI 1509
biometrics (access control) BibRef

Biggio, B., Fumera, G., Russu, P., Didaci, L., Roli, F.,
Adversarial Biometric Recognition: A review on biometric system security from the adversarial machine-learning perspective,
SPMag(32), No. 5, September 2015, pp. 31-41.
IEEE DOI 1509
biometrics (access control) BibRef

Pinto, A., Pedrini, H., Robson Schwartz, W., Rocha, A.,
Face Spoofing Detection Through Visual Codebooks of Spectral Temporal Cubes,
IP(24), No. 12, December 2015, pp. 4726-4740.
IEEE DOI 1512
face recognition BibRef

Feng, L.T.[Li-Tong], Po, L.M.[Lai-Man], Li, Y.M.[Yu-Ming], Xu, X.Y.[Xu-Yuan], Yuan, F.[Fang], Cheung, T.C.H.[Terence Chun-Ho], Cheung, K.W.[Kwok-Wai],
Integration of image quality and motion cues for face anti-spoofing: A neural network approach,
JVCIR(38), No. 1, 2016, pp. 451-460.
Elsevier DOI 1605
Face anti-spoofing BibRef

Galbally, J.[Javier], Satta, R.[Riccardo],
Three-dimensional and two-and-a-half-dimensional face recognition spoofing using three-dimensional printed models,
IET-Bio(5), No. 2, 2016, pp. 83-91.
DOI Link 1606
biometrics (access control) BibRef

Gavrilescu, M.,
Study on using individual differences in facial expressions for a face recognition system immune to spoofing attacks,
IET-Bio(5), No. 3, 2016, pp. 236-242.
DOI Link 1609
emotion recognition BibRef

Schuckers, S.[Stephanie],
Presentations and attacks, and spoofs, oh my,
IVC(55, Part 1), No. 1, 2016, pp. 26-30.
Elsevier DOI 1612
Biometric recognition BibRef

Boulkenafet, Z., Komulainen, J., Hadid, A.,
Face Antispoofing Using Speeded-Up Robust Features and Fisher Vector Encoding,
SPLetters(24), No. 2, February 2017, pp. 141-145.
IEEE DOI 1702
face recognition BibRef

Raghavendra, R., Raja, K.B.[Kiran B.], Marcel, S.[Sébastien], Busch, C.[Christoph],
Face presentation attack detection across spectrum using time-frequency descriptors of maximal response in Laplacian scale-space,
IPTA16(1-6)
IEEE DOI 1703
face recognition. Targeted attacks. BibRef

Ramachandra, R.[Raghavendra], Busch, C.[Christoph],
Presentation Attack Detection Methods for Face Recognition Systems: A Comprehensive Survey,
Surveys(50), No. 1, April 2017, pp. Article No 8.
DOI Link 1704
Survey, Spoofing. The vulnerability of face recognition systems to presentation attacks (also known as direct attacks or spoof attacks) has received a great deal of interest from the biometric community. See also Presentation Attack Detection Methods for Fingerprint Recognition Systems: A Survey. BibRef

Alotaibi, A.[Aziz], Mahmood, A.[Ausif],
Deep face liveness detection based on nonlinear diffusion using convolution neural network,
SIViP(11), No. 4, May 2017, pp. 713-720.
WWW Link. 1704
BibRef


Ali, A.[Asad], Alsufyani, N.[Nawal], Hoque, S.[Sanaul], Deravi, F.[Farzin],
Biometric Counter-Spoofing for Mobile Devices Using Gaze Information,
PReMI17(11-18).
Springer DOI 1711
BibRef

Agarwal, A., Yadav, D., Kohli, N., Singh, R., Vatsa, M., Noore, A.,
Face Presentation Attack with Latex Masks in Multispectral Videos,
PBVS17(275-283)
IEEE DOI 1709
Databases, Face, Face recognition, Probes, Three-dimensional displays, Two dimensional displays, Videos BibRef

Zhou, P., Han, X., Morariu, V.I., Davis, L.S.,
Two-Stream Neural Networks for Tampered Face Detection,
MedForen17(1831-1839)
IEEE DOI 1709
Cameras, Face, Feature extraction, Lighting, Streaming media, Support vector machines, Transform coding BibRef

Raghavendra, R., Raja, K.B., Venkatesh, S., Busch, C.,
Transferable Deep-CNN Features for Detecting Digital and Print-Scanned Morphed Face Images,
MedForen17(1822-1830)
IEEE DOI 1709
Convolution, Databases, Face, Face detection, Face recognition, Feature, extraction BibRef

Peng, B., Wang, W., Dong, J., Tan, T.,
Position Determines Perspective: Investigating Perspective Distortion for Image Forensics of Faces,
MedForen17(1813-1821)
IEEE DOI 1709
Cameras, Distortion, Estimation, Forensics, Solid modeling, BibRef

Seibold, C.[Clemens], Samek, W.[Wojciech], Hilsmann, A.[Anna], Eisert, P.[Peter],
Detection of Face Morphing Attacks by Deep Learning,
IWDW17(107-120).
Springer DOI 1708
BibRef

Wandzik, L.[Lukasz], Garcia, R.V.[Raul Vicente], Kaeding, G.[Gerald], Chen, X.[Xi],
CNNs Under Attack: On the Vulnerability of Deep Neural Networks Based Face Recognition to Image Morphing,
IWDW17(121-135).
Springer DOI 1708
BibRef

Neubert, T.[Tom],
Face Morphing Detection: An Approach Based on Image Degradation Analysis,
IWDW17(93-106).
Springer DOI 1708
BibRef

Yeh, C.H., Chang, H.H.,
Face liveness detection with feature discrimination between sharpness and blurriness,
MVA17(398-401)
DOI Link 1708
Face, Face recognition, Feature extraction, Nose, Organizations, Security, Two, dimensional, displays BibRef

Asim, M.[Muhammad], Ming, Z.[Zhu], Javed, M.Y.,
CNN based spatio-temporal feature extraction for face anti-spoofing,
ICIVC17(234-238)
IEEE DOI 1708
Error analysis, Face, Feature extraction, Histograms, Three-dimensional displays, Video sequences, Videos, CASIA, LBP-TOP, REPLAY-ATTACK, anti-spoofing, convolutional neural network (CNN), spatio-temporal BibRef

Nowara, E.M., Sabharwal, A., Veeraraghavan, A.,
PPGSecure: Biometric Presentation Attack Detection Using Photopletysmograms,
FG17(56-62)
IEEE DOI 1707
Authentication, Blood, Color, Face, Feature extraction, Physiology, Skin BibRef

Tang, Y., Chen, L.,
3D Facial Geometric Attributes Based Anti-Spoofing Approach against Mask Attacks,
FG17(589-595)
IEEE DOI 1707
Databases, Estimation, Face, Face recognition, Facial features, Shape, Three-dimensional, displays BibRef

Lucena, O.[Oeslle], Junior, A.[Amadeu], Moia, V.[Vitor], Souza, R.[Roberto], Valle, E.[Eduardo], Lotufo, R.[Roberto],
Transfer Learning Using Convolutional Neural Networks for Face Anti-spoofing,
ICIAR17(27-34).
Springer DOI 1706
BibRef

Zhang, X.[Xu], Hu, X., Ma, M., Chen, C.[Chen], Peng, S.,
Face spoofing detection based on 3D lighting environment analysis of image pair,
ICPR16(2995-3000)
IEEE DOI 1705
Cameras, Correlation, Face, Face recognition, Harmonic analysis, Lighting, Three-dimensional, displays BibRef

Li, X.B.[Xiao-Bai], Komulainen, J., Zhao, G., Yuen, P.C.[Pong-Chi], Pietikäinen, M.,
Generalized face anti-spoofing by detecting pulse from face videos,
ICPR16(4244-4249)
IEEE DOI 1705
Color, Databases, Face, Feature extraction, Skin, Three-dimensional displays, Videos, Face liveness, anti-spoofing, cross-database, mask, pulse BibRef

Sun, X.D.[Xu-Dong], Huang, L.[Lei], Liu, C.P.[Chang-Ping],
Context based face spoofing detection using active near-infrared images,
ICPR16(4262-4267)
IEEE DOI 1705
Cameras, Context, Face, Feature extraction, Histograms, Lighting, Media BibRef

Siddiqui, T.A., Bharadwaj, S., Dhamecha, T.I., Agarwal, A., Vatsa, M., Singh, R., Ratha, N.,
Face anti-spoofing with multifeature videolet aggregation,
ICPR16(1035-1040)
IEEE DOI 1705
Biometrics (access control), Databases, Encoding, Face, Feature extraction, Histograms, Support, vector, machines BibRef

Tian, G., Mori, T., Okuda, Y.,
Spoofing detection for embedded face recognition system using a low cost stereo camera,
ICPR16(1017-1022)
IEEE DOI 1705
Cameras, Face, Face recognition, Fitting, Nose, Surface fitting, Three-dimensional displays, point cloud, spoof detection, stereo vision, surface, fitting BibRef

Tian, Y.[Ye], Xiang, S.J.[Shi-Jun],
Detection of Video-Based Face Spoofing Using LBP and Multiscale DCT,
IWDW16(16-28).
Springer DOI 1703
BibRef

Edmunds, T., Caplier, A.[Alice],
Fake face detection based on radiometric distortions,
IPTA16(1-6)
IEEE DOI 1703
face recognition BibRef

Li, H., Wang, S., Kot, A.C.,
Face spoofing detection with image quality regression,
IPTA16(1-6)
IEEE DOI 1703
biometrics (access control) BibRef

Li, L., Feng, X., Boulkenafet, Z., Xia, Z., Li, M., Hadid, A.,
An original face anti-spoofing approach using partial convolutional neural network,
IPTA16(1-6)
IEEE DOI 1703
computer vision BibRef

Rudd, E.M.[Ethan M.], Günther, M., Boult, T.E.[Terrance E.],
PARAPH: Presentation Attack Rejection by Analyzing Polarization Hypotheses,
Biometrics16(171-178)
IEEE DOI 1612
BibRef

Liu, S.[Siqi], Yuen, P.C.[Pong C.], Zhang, S.P.[Sheng-Ping], Zhao, G.Y.[Guo-Ying],
3D Mask Face Anti-spoofing with Remote Photoplethysmography,
ECCV16(VII: 85-100).
Springer DOI 1611
BibRef

Liu, S.[Siqi], Yang, B., Yuen, P.C.[Pong C.], Zhao, G.Y.[Guo-Ying],
A 3D Mask Face Anti-Spoofing Database with Real World Variations,
Affect16(1551-1557)
IEEE DOI 1612
BibRef

Phan, Q.T.[Quoc-Tin], Dang-Nguyen, D.T.[Duc-Tien], Boato, G.[Giulia], de Natale, F.G.B.[Francesco G. B.],
Using LDP-TOP in Video-Based Spoofing Detection,
CIAP17(II:614-624).
Springer DOI 1711
BibRef
Earlier:
FACE spoofing detection using LDP-TOP,
ICIP16(404-408)
IEEE DOI 1610
Face BibRef

Garcia, D.C.[Diogo C.], de Queiroz, R.L.[Ricardo L.],
Evaluating the effects of image compression in Moire-pattern-based face-spoofing detection,
ICIP15(4843-4847)
IEEE DOI 1512
Biometrics; face recognition; face-spoofing detection BibRef

Boulkenafet, Z.[Zinelabidine], Komulainen, J.[Jukka], Hadid, A.[Abdenour],
Face anti-spoofing based on color texture analysis,
ICIP15(2636-2640)
IEEE DOI 1512
BibRef

Melnikov, A.[Aleksandr], Akhunzyanov, R.[Rasim], Kudashev, O.[Oleg], Luckyanets, E.[Eugene],
Audiovisual Liveness Detection,
CIAP15(II:643-652).
Springer DOI 1511
BibRef

Cai, L.J.[Li-Jun], Xiong, C.S.[Chun-Shui], Huang, L.[Lei], Liu, C.P.[Chang-Ping],
A Novel Face Spoofing Detection Method Based on Gaze Estimation,
ACCV14(III: 547-561).
Springer DOI 1504
BibRef

Raghavendra, R., Busch, C.[Christoph],
Improved face recognition by combining information from multiple cameras in Automatic Border Control system,
AVSS15(1-6)
IEEE DOI 1511
BibRef
Earlier:
Novel presentation attack detection algorithm for face recognition system: Application to 3D face mask attack,
ICIP14(323-327)
IEEE DOI 1502
cameras. Databases BibRef

Liu, W.W.[Wei-Wen],
Face liveness detection using analysis of Fourier spectra based on hair,
ICWAPR14(75-80)
IEEE DOI 1402
Accuracy BibRef

Peng, J.Y.[Jun-Yan], Chan, P.P.K.[Patrick P.K.],
Face liveness detection for combating the spoofing attack in face recognition,
ICWAPR14(176-181)
IEEE DOI 1402
Accuracy BibRef

Yang, L.B.[Li-Bin],
Face liveness detection by focusing on frontal faces and image backgrounds,
ICWAPR14(93-97)
IEEE DOI 1402
Conferences BibRef

D'Souza, D.[Darryl], Yampolskiy, R.V.[Roman V.],
Natural vs. Artificial Face Classification Using Uniform Local Directional Patterns and Wavelet Uniform Local Directional Patterns,
Biometrics14(27-33)
IEEE DOI 1409
Avatars BibRef

Hadid, A.[Abdenour],
Face Biometrics Under Spoofing Attacks: Vulnerabilities, Countermeasures, Open Issues, and Research Directions,
Biometrics14(113-118)
IEEE DOI 1409
BibRef

de Freitas Pereira, T.[Tiago], Anjos, A.[André], De Martino, J.M.[José Mario], Marcel, S.[Sébastien],
LBP-TOP Based Countermeasure against Face Spoofing Attacks,
CVLBP12(I:121-132).
Springer DOI 1304
BibRef

Wang, Y.Y.[Yue-Yang], Hao, X.L.[Xiao-Li], Hou, Y.[Yali], Guo, C.Q.[Chang-Qing],
A New Multispectral Method for Face Liveness Detection,
ACPR13(922-926)
IEEE DOI 1408
face recognition BibRef

Bharadwaj, S.[Samarth], Dhamecha, T.I.[Tejas I.], Vatsa, M.[Mayank], Singh, R.[Richa],
Computationally Efficient Face Spoofing Detection with Motion Magnification,
Biometrics13(105-110)
IEEE DOI 1309
Face spoofing; biometrics; face recognition; liveness detection BibRef

Rattani, A.[Ajita], Poh, N.[Norman], Ross, A.[Arun],
Analysis of user-specific score characteristics for spoof biometric attacks,
Biometrics12(124-129).
IEEE DOI 1207
BibRef

Yan, J.J.[Jun-Jie], Zhang, Z.W.[Zhi-Wei], Lei, Z.[Zhen], Yi, D.[Dong], Li, S.Z.,
Face liveness detection by exploring multiple scenic clues,
ICARCV12(188-193).
IEEE DOI 1304
See also Face detection by structural models. BibRef

Markovski, J., Reniers, M.A.,
An integrated state- and event-based framework for verifying liveness in supervised systems,
ICARCV12(246-251).
IEEE DOI 1304
BibRef

Hu, H.[Hesuan], Su, R.[Rong],
A novel approach to liveness supervision of AMS with assembly operations using Petri nets,
ICARCV12(264-269).
IEEE DOI 1304
BibRef

Peixoto, B.[Bruno], Michelassi, C.[Carolina], Rocha, A.[Anderson],
Face liveness detection under bad illumination conditions,
ICIP11(3557-3560).
IEEE DOI 1201
BibRef

Sun, L.[Lin], Huang, W.B.[Wai-Bin], Wu, M.H.[Ming-Hui],
TIR/VIS Correlation for Liveness Detection in Face Recognition,
CAIP11(II: 114-121).
Springer DOI 1109
BibRef

Tan, X.Y.[Xiao-Yang], Li, Y.[Yi], Liu, J.[Jun], Jiang, L.[Lin],
Face Liveness Detection from a Single Image with Sparse Low Rank Bilinear Discriminative Model,
ECCV10(VI: 504-517).
Springer DOI 1009
BibRef

Bao, W.[Wei], Li, H.[Hong], Li, N.[Nan], Jiang, W.[Wei],
A liveness detection method for face recognition based on optical flow field,
IASP09(233-236).
IEEE DOI 0904
BibRef

Pan, G.[Gang], Sun, L.[Lin], Wu, Z.H.[Zhao-Hui], Lao, S.H.[Shi-Hong],
Eyeblink-based Anti-Spoofing in Face Recognition from a Generic Webcamera,
ICCV07(1-8).
IEEE DOI 0710
BibRef

Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Biometrics, Multi-Modal Systems, Multibiometrics, Combined Face and Other Features, Fusion .


Last update:Dec 7, 2017 at 17:23:10