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Earlier:
Shape and Texture Based Countermeasure to Protect Face Recognition
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Biometrics13(111-116)
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FG13(1-6)
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Spoofing.
face recognition
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face recognition
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Biometrics (access control)
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biometrics (access control)
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face recognition
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ICPR14(1173-1178)
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Databases
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Hadid, A.,
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biometrics (access control)
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Pinto, A.,
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Robson Schwartz, W.,
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IP(24), No. 12, December 2015, pp. 4726-4740.
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1512
face recognition
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Feng, L.T.[Li-Tong],
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Face anti-spoofing
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biometrics (access control)
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emotion recognition
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Biometric recognition
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1702
face recognition
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Ramachandra, R.[Raghavendra],
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DOI Link
1704
Survey, Spoofing. The vulnerability of face recognition systems to presentation attacks
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Raghavendra, R.,
Raja, K.B.[Kiran B.],
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IPTA16(1-6)
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face recognition. Targeted attacks.
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Sepas-Moghaddam, A.[Alireza],
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1712
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1712
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Hadid, A.[Abdenour],
Face Biometrics Under Spoofing Attacks: Vulnerabilities,
Countermeasures, Open Issues, and Research Directions,
Biometrics14(113-118)
IEEE DOI
1409
BibRef
Guest Editorial: Face Recognition and Spoofing Attacks,
IET-Bio(7), No. 1, January 2018, pp. 1-2.
DOI Link
1712
BibRef
Edmunds, T.[Taiamiti],
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Face spoofing detection based on colour distortions,
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DOI Link
1712
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Earlier:
Fake face detection based on radiometric distortions,
IPTA16(1-6)
IEEE DOI
1703
face recognition
BibRef
Li, L.,
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Hadid, A.[Abdenour],
An original face anti-spoofing approach using partial convolutional
neural network,
IPTA16(1-6)
IEEE DOI
1703
computer vision
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Zhao, X.,
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Dynamic Texture Recognition Using Volume Local Binary Count Patterns
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MultMed(20), No. 3, March 2018, pp. 552-566.
IEEE DOI
1802
Dynamics, Face, Face recognition, Fractals, Histograms,
Videos, 2D face spoofing detection,
volume local binary count
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Edmunds, T.[Taiamiti],
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Motion-based countermeasure against photo and video spoofing attacks
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Elsevier DOI
1802
Motion cues, Face anti-spoofing, Fisher kernel, Replay attacks
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Zhang, L.B.[Le-Bing],
Peng, F.[Fei],
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Face spoofing detection based on color texture Markov feature and
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Elsevier DOI
1802
Face anti-spoofing, Color texture Markov feature,
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Beham, M.P.[M. Parisa],
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Li, L.[Lei],
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Face spoofing detection with local binary pattern network,
JVCIR(54), 2018, pp. 182-192.
Elsevier DOI
1806
BibRef
Earlier: A1, A2, A4, A3, A5:
Face anti-spoofing via deep local binary patterns,
ICIP17(101-105)
IEEE DOI
1803
Face spoofing detection, Deep learning, Local binary pattern.
Databases, Face, Feature extraction, Image color analysis,
Machine learning, Support vector machines, Training
BibRef
Boulkenafet, Z.[Zinelabidine],
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On the generalization of color texture-based face anti-spoofing,
IVC(77), 2018, pp. 1-9.
Elsevier DOI
1809
BibRef
Earlier:
Face anti-spoofing based on color texture analysis,
ICIP15(2636-2640)
IEEE DOI
1512
Face recognition, Presentation attack detection, Spoofing,
Color texture analysis, Cross-database, Generalization
BibRef
Song, X.[Xiao],
Zhao, X.[Xu],
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Discriminative representation combinations for accurate face spoofing
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PR(85), 2019, pp. 220-231.
Elsevier DOI
1810
Face presentation attack detection,
Template face registration, Binocular depth,
Decision-level cascade strategy
BibRef
Ur Rehman, Y.A.[Yasar Abbas],
Po, L.M.[Lai-Man],
Liu, M.Y.[Meng-Yang],
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Zhao, Y.[Yuzhi],
Face liveness detection using convolutional-features fusion of real
and deep network generated face images,
JVCIR(59), 2019, pp. 574-582.
Elsevier DOI
1903
Convolution neural networks, Face anti-spoofing,
Face liveness detection, Adaptive fusion, Auto-encoder, DNG face images
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Khammari, M.[Mohammed],
Robust face anti-spoofing using CNN with LBP and WLD,
IET-IPR(13), No. 11, 19 September 2019, pp. 1880-1884.
DOI Link
1909
BibRef
Sajjad, M.[Muhammad],
Khan, S.[Salman],
Hussain, T.[Tanveer],
Muhammad, K.[Khan],
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Esposito, C.[Christian],
Baik, S.W.[Sung Wook],
CNN-based anti-spoofing two-tier multi-factor authentication system,
PRL(126), 2019, pp. 123-131.
Elsevier DOI
1909
Biometric recognition, Anti-spoofing, Information security, Convolutional neural networks
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Jia, S.[Shan],
Guo, G.D.[Guo-Dong],
Xu, Z.Q.[Zheng-Quan],
A survey on 3D mask presentation attack detection and countermeasures,
PR(98), 2020, pp. 107032.
Elsevier DOI
1911
Face presentation attack, 3D Mask spoofing, Biometrics
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Jiang, F.L.[Fang-Ling],
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Multilevel fusing paired visible light and near-infrared spectral
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PRL(128), 2019, pp. 30-37.
Elsevier DOI
1912
Face anti-spoofing, Face anti-spoofing dataset,
Visible light and near-infrared fusing
BibRef
Toprak, I.[Imren],
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Ear anti-spoofing against print attacks using three-level fusion of
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Ur Rehman, Y.A.[Yasar Abbas],
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Elsevier DOI
2003
Spoofing, Presentation attack detection, CNN, Attention, Face-biometrics
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Zhang, B.[Bowen],
Tondi, B.[Benedetta],
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Adversarial examples for replay attacks against CNN-based face
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Elsevier DOI
2008
Adversarial examples, Anti-spoofing,
Physical domain adversarial examples, Presentation attack, Face authentication
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Zhang, W.L.[Wan-Ling],
Xiang, S.J.[Shi-Jun],
Face anti-spoofing detection based on DWT-LBP-DCT features,
SP:IC(89), 2020, pp. 115990.
Elsevier DOI
2010
Face anti-spoofing, DWT, LBP, DCT, REPLAY-ATTACK, CASIA-FASD
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
Zhou, J.L.[Jian-Li],
Liang, C.[Chao],
Chen, J.[Jun],
Manifold Projection for Adversarial Defense on Face Recognition,
ECCV20(XXX: 288-305).
Springer DOI
2010
BibRef
Fatemifar, S.[Soroush],
Arashloo, S.R.[Shervin Rahimzadeh],
Awais, M.[Muhammad],
Kittler, J.V.[Josef V.],
Client-specific anomaly detection for face presentation attack
detection,
PR(112), 2021, pp. 107696.
Elsevier DOI
2102
Anomaly detection, Biometrics, Client-specific information,
Deep convolutional neural networks, Face spoofing detection
BibRef
Nguyen, S.M.[Son Minh],
Tran, L.D.[Linh Duy],
Arai, M.[Masayuki],
Attended-auxiliary Supervision Representation for Face Anti-spoofing,
ACCV20(I:436-452).
Springer DOI
2103
BibRef
Jia, S.[Shan],
Hu, C.B.[Chuan-Bo],
Li, X.[Xin],
Xu, Z.Q.[Zheng-Quan],
Face spoofing detection under super-realistic 3D wax face attacks,
PRL(145), 2021, pp. 103-109.
Elsevier DOI
2104
Face anti-spoofing, 3D face presentation attack,
Wax figure face database, Residual Attention Network
BibRef
Chen, B.,
Yang, W.,
Wang, S.,
Generalized Face Antispoofing by Learning to Fuse Features From High-
and Low-Frequency Domains,
MultMedMag(28), No. 1, January 2021, pp. 56-64.
IEEE DOI
2104
Feature extraction, Streaming media, Face recognition,
Frequency-domain analysis, Training data, Testing,
low frequency
BibRef
Quan, R.,
Wu, Y.,
Yu, X.,
Yang, Y.,
Progressive Transfer Learning for Face Anti-Spoofing,
IP(30), 2021, pp. 3946-3955.
IEEE DOI
2104
Face recognition, Training, Reliability, Data models, Testing,
Transfer learning, Training data, Face anti spoofing,
transfer learning
BibRef
Jia, Y.P.[Yun-Pei],
Zhang, J.[Jie],
Shan, S.G.[Shi-Guang],
Chen, X.L.[Xi-Lin],
Unified unsupervised and semi-supervised domain adaptation network
for cross-scenario face anti-spoofing,
PR(115), 2021, pp. 107888.
Elsevier DOI
2104
Face anti-spoofing, Face presentation attack detection,
Domain adaptation, Deep learning
BibRef
Zhu, X.[Xun],
Li, S.[Sheng],
Zhang, X.P.[Xin-Peng],
Li, H.L.[Hao-Liang],
Kot, A.C.[Alex C.],
Detection of Spoofing Medium Contours for Face Anti-Spoofing,
CirSysVideo(31), No. 5, 2021, pp. 2039-2045.
IEEE DOI
2105
BibRef
Li, Z.S.[Zhi-Shan],
Yuan, J.Y.[Jia-Yan],
Jia, B.Z.[Bao-Zhi],
He, Y.F.[Yi-Fan],
Xie, L.[Lei],
An Effective Face Anti-Spoofing Method via Stereo Matching,
SPLetters(28), 2021, pp. 847-851.
IEEE DOI
2106
Face recognition, Faces, Training, Signal processing algorithms,
Convolution, Task analysis, Real-time systems, Face anti-spoofing,
lightweight
BibRef
Liu, A.[Ajian],
Li, X.[Xuan],
Wan, J.[Jun],
Liang, Y.Y.[Yan-Yan],
Escalera, S.[Sergio],
Escalante, H.J.[Hugo Jair],
Madadi, M.[Meysam],
Jin, Y.[Yi],
Wu, Z.Y.[Zhuo-Yuan],
Yu, X.G.[Xiao-Gang],
Tan, Z.C.[Zi-Chang],
Yuan, Q.[Qi],
Yang, R.K.[Rui-Kun],
Zhou, B.J.[Ben-Jia],
Guo, G.D.[Guo-Dong],
Li, S.Z.[Stan Z.],
Cross-ethnicity face anti-spoofing recognition challenge: A review,
IET-Bio(10), No. 1, 2021, pp. 24-43.
DOI Link
2106
BibRef
Earlier: A1, A13, A3, A5, A15, A16, Only:
CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-Ethnicity Face
Anti-spoofing,
WACV21(1178-1186)
IEEE DOI
2106
Protocols,
Face recognition, Current measurement, Computational modeling
BibRef
Yu, Z.T.[Zi-Tong],
Wan, J.[Jun],
Qin, Y.X.[Yun-Xiao],
Li, X.B.[Xiao-Bai],
Li, S.Z.[Stan Z.],
Zhao, G.Y.[Guo-Ying],
NAS-FAS: Static-Dynamic Central Difference Network Search for Face
Anti-Spoofing,
PAMI(43), No. 9, September 2021, pp. 3005-3023.
IEEE DOI
2108
Task analysis, Face recognition, Convolution, Testing,
Computer architecture, Protocols, Search problems,
CASIA-SURF 3DMask
BibRef
Yu, Z.T.[Zi-Tong],
Li, X.B.[Xiao-Bai],
Niu, X.S.[Xue-Song],
Shi, J.G.[Jin-Gang],
Zhao, G.Y.[Guo-Ying],
Face Anti-spoofing with Human Material Perception,
ECCV20(VII:557-575).
Springer DOI
2011
BibRef
Jia, S.[Shan],
Li, X.[Xin],
Hu, C.B.[Chuan-Bo],
Guo, G.D.[Guo-Dong],
Xu, Z.Q.[Zheng-Quan],
3D Face Anti-Spoofing With Factorized Bilinear Coding,
CirSysVideo(31), No. 10, October 2021, pp. 4031-4045.
IEEE DOI
2110
Face recognition, Databases, Faces, Videos, Feature extraction,
face anti-spoofing
BibRef
Niu, S.[Sijie],
Qu, X.F.[Xiao-Feng],
Chen, J.[Junting],
Gao, X.Z.[Xi-Zhan],
Wang, T.W.[Ting-Wei],
Dong, J.W.[Ji-Wen],
MFNet-LE: Multilevel fusion network with Laplacian embedding for face
presentation attacks detection,
IET-IPR(15), No. 14, 2021, pp. 3608-3622.
DOI Link
2112
BibRef
Fang, M.L.[Mei-Ling],
Damer, N.[Naser],
Kirchbuchner, F.[Florian],
Kuijper, A.[Arjan],
Real masks and spoof faces: On the masked face presentation attack
detection,
PR(123), 2022, pp. 108398.
Elsevier DOI
2112
Face presentation attack detection, COVID-19, Masked face,
Face recognition, Biometric security
BibRef
Wang, C.X.[Cai-Xun],
Zhou, J.[Jie],
An adaptive index smoothing loss for face anti-spoofing,
PRL(153), 2022, pp. 168-175.
Elsevier DOI
2201
Face anti-spoofing, Cross-entropy, Index smoothing
BibRef
Baaqeel, H.[Hind],
Olatunji, S.O.[Sunday Olusanya],
Spoofing detection on adaptive authentication System-A survey,
IET-Bio(11), No. 2, 2022, pp. 87-96.
DOI Link
2202
adaptive authentication, biometrics, security and privacy, user authentication
BibRef
Liu, M.X.[Ming-Xin],
Mu, J.[Jiong],
Yu, Z.T.[Zi-Tong],
Ruan, K.[Kun],
Shu, B.[Baiyi],
Yang, J.[Jie],
Adversarial learning and decomposition-based domain generalization
for face anti-spoofing,
PRL(155), 2022, pp. 171-177.
Elsevier DOI
2203
Deep learning, Face anti-spoofing, Domain generalization, Low-rank decomposition
BibRef
Wang, Z.[Zhuo],
Wang, Z.Z.[Ze-Zheng],
Yu, Z.T.[Zi-Tong],
Deng, W.H.[Wei-Hong],
Li, J.H.[Jia-Hong],
Gao, T.T.[Ting-Ting],
Wang, Z.Y.[Zhong-Yuan],
Domain Generalization via Shuffled Style Assembly for Face
Anti-Spoofing,
CVPR22(4113-4123)
IEEE DOI
2210
Industries, Codes, Face recognition, Gesture recognition,
Benchmark testing, Feature extraction, Face and gestures,
retrieval
BibRef
Chang, H.H.[Herng-Hua],
Yeh, C.H.[Chun-Hsiao],
Face anti-spoofing detection based on multi-scale image quality
assessment,
IVC(121), 2022, pp. 104428.
Elsevier DOI
2205
BibRef
Earlier: A2, A1:
Face Liveness Detection Based on Perceptual Image Quality Assessment
Features with Multi-scale Analysis,
WACV18(49-56)
IEEE DOI
1806
BibRef
Earlier: A2, A1:
Face liveness detection with feature discrimination between sharpness
and blurriness,
MVA17(398-401)
DOI Link
1708
Face recognition, Image quality assessment,
Face presentation attack detection, Local face trait, Top gradient similarity.
feature extraction, fingerprint identification,
image classification, image texture, BIQE, Replay-Attack,
Videos.
Face, Nose, Organizations, Security.
BibRef
Muhammad, U.[Usman],
Yu, Z.T.[Zi-Tong],
Komulainen, J.[Jukka],
Self-supervised 2D face presentation attack detection via temporal
sequence sampling,
PRL(156), 2022, pp. 15-22.
Elsevier DOI
2205
Face recognition, Presentation attack detection, Spoofing,
Liveness detection, Self-supervised learning, Motion compensation
BibRef
Muhammad, U.[Usman],
Oussalah, M.[Mourad],
Self-Supervised Face Presentation Attack Detection with Dynamic
Grayscale Snippets,
FG23(1-6)
IEEE DOI
2303
Representation learning, Face recognition, Video sequences,
Dynamics, Supervised learning, Self-supervised learning, Gray-scale
BibRef
Fatemifar, S.[Soroush],
Asadi, S.[Shahrokh],
Awais, M.[Muhammad],
Akbari, A.[Ali],
Kittler, J.V.[Josef V.],
Face spoofing detection ensemble via multistage optimisation and
pruning,
PRL(158), 2022, pp. 1-8.
Elsevier DOI
2205
Face spoofing detection, Anomaly detection,
Client-specific information, Ensemble pruning
BibRef
Wu, H.T.[Hang-Tong],
Zeng, D.[Dan],
Hu, Y.[Yibo],
Shi, H.L.[Hai-Lin],
Mei, T.[Tao],
Dual Spoof Disentanglement Generation for Face Anti-Spoofing With
Depth Uncertainty Learning,
CirSysVideo(32), No. 7, July 2022, pp. 4626-4638.
IEEE DOI
2207
Faces, Training, Face recognition, Uncertainty, Feature extraction,
Generators, Soft sensors, Face anti-spoofing,
depth uncertainty learning
BibRef
Qin, Y.X.[Yun-Xiao],
Yu, Z.T.[Zi-Tong],
Yan, L.B.[Long-Bin],
Wang, Z.Z.[Ze-Zheng],
Zhao, C.X.[Chen-Xu],
Lei, Z.[Zhen],
Meta-Teacher For Face Anti-Spoofing,
PAMI(44), No. 10, October 2022, pp. 6311-6326.
IEEE DOI
2209
Detectors, Face recognition, Training, Faces, Feature extraction,
Training data, Optimization, Face anti-spoofing, meta-teacher,
deep-learning
BibRef
Wu, Y.Q.[Yi-Qiang],
Tao, D.P.[Da-Peng],
Luo, Y.[Yong],
Cheng, J.[Jun],
Li, X.L.[Xue-Long],
Covered Style Mining via Generative Adversarial Networks for Face
Anti-spoofing,
PR(132), 2022, pp. 108957.
Elsevier DOI
2209
Face anti-spoofing, Generative adversarial networks, Deep learning
BibRef
Kantarci, A.[Alperen],
Dertli, H.[Hasan],
Ekenel, H.K.[Hazim Kemal],
Deep patch-wise supervision for presentation attack detection,
IET-Bio(11), No. 5, 2022, pp. 396-406.
DOI Link
2210
convolutional neural networks, face antispoofing,
presentation attack detection, real-world dataset
BibRef
Fatemifar, S.[Soroush],
Awais, M.[Muhammad],
Akbari, A.[Ali],
Kittler, J.V.[Josef V.],
Developing a generic framework for anomaly detection,
PR(124), 2022, pp. 108500.
Elsevier DOI
2203
Anomaly detection, One-class classification,
Score normalisation, Face spoofing detection, Convolutional neural network
BibRef
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Face anti-spoofing, Anti-interference, Multi-level distillation,
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Faces, Lighting, Face recognition, Transforms, Training, Cameras,
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IPTA16(1-6)
IEEE DOI
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biometrics (access control)
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IEEE DOI
2302
Face recognition, Task analysis, Faces, Feature extraction, Deep learning,
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Elsevier DOI
2303
Face anti-spoofing, Residual networks,
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Yu, Z.T.[Zi-Tong],
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2304
Face recognition, Deep learning, Cameras, Task analysis, Sensors,
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2306
Face anti-spoofing, Metric correlation learning,
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2306
Face anti-spoofing, Liveness detection, Image-level,
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2309
Face anti-spoofing, Residual gradient convolution,
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ChaLearnFAS23(6346-6351)
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Biometrics23(1001-1010)
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ChaLearnFAS23(6336-6345)
IEEE DOI
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Zhou, Q.Y.[Qian-Yu],
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Chuang, C.C.[Chu-Chun],
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IEEE DOI
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Training, Face recognition, Estimation, Gesture recognition,
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Paudel, D.P.[Danda Pani],
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FG21(1-8)
IEEE DOI
2303
Training, Performance evaluation, Adaptation models,
Face recognition, Lighting, Gesture recognition
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Liao, C.H.[Chen-Hao],
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Liu, H.T.[Hsuan-Tung],
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WACV23(6087-6096)
IEEE DOI
2302
Protocols, Computational modeling, Aggregates, Transformers,
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Liu, A.[Ajian],
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IEEE DOI
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Codes, Face recognition, Instruments, Switches, Interference,
Benchmark testing, Control systems
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ICPR22(3413-3421)
IEEE DOI
2212
Convolution, Face recognition, Lighting, Gaussian distribution,
Cameras, Frequency division multiplexing, Task analysis
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ICPR22(1929-1936)
IEEE DOI
2212
Face recognition, Lighting, Feature extraction,
Cameras, Robustness, Security
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Hasan, M.[Md],
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MHASAN: Multi-Head Angular Self Attention Network for Spoof Detection,
ICPR22(154-160)
IEEE DOI
2212
Measurement, Protocols, Error analysis, Face recognition, Pipelines,
Neural networks, Authentication
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Online Adaptive Personalization for Face Anti-Spoofing,
ICIP22(351-355)
IEEE DOI
2211
Training, Adaptation models, Costs, Error analysis, Face recognition,
Biological system modeling, Face anti-spoofing, personalization,
unsupervised adaptation
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Chu, W.S.[Wen-Sheng],
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Yuan, J.W.[Jin-Wei],
Adam, H.[Hartwig],
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Liu, Y.C.[Yu-Chen],
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Huang, C.T.[Chun-Ting],
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Generative Domain Adaptation for Face Anti-Spoofing,
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2211
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Wang, C.Y.[Chien-Yi],
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PatchNet: A Simple Face Anti-Spoofing Framework via Fine-Grained
Patch Recognition,
CVPR22(20249-20258)
IEEE DOI
2210
Image recognition, Face recognition, Image capture,
Benchmark testing, Biometrics, Face and gestures
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Belli, D.[Davide],
Das, D.[Debasmit],
Major, B.[Bence],
Porikli, F.M.[Fatih M.],
A Personalized Benchmark for Face Anti-spoofing,
BioAttack22(338-348)
IEEE DOI
2202
Image recognition, Face recognition, Conferences,
Authentication, Benchmark testing, Data models
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Jeong, Y.[Yonghyun],
Kim, D.[Doyeon],
Lee, J.[Jaehyeon],
Hong, M.[Minki],
Hwang, S.[Solbi],
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mToFNet: Object Anti-Spoofing with Mobile Time-of-Flight Data,
WACV22(2997-3006)
IEEE DOI
2202
Training, Geometry, Ethics, Object detection, Media, Lead,
Security/Surveillance
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Wang, Y.C.[Yu-Chun],
Wang, C.Y.[Chien-Yi],
Lai, S.H.[Shang-Hong],
Disentangled Representation with Dual-stage Feature Learning for Face
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WACV22(1234-1243)
IEEE DOI
2202
Training, Representation learning, Protocols,
Face recognition, Training data, Computer architecture,
Biometrics -> Face Processing Biometrics
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Kaichi, T.[Tomoya],
Ozasa, Y.[Yuko],
A Hyperspectral Approach for Unsupervised Spoof Detection With
Intra-Sample Distribution,
ICIP21(839-843)
IEEE DOI
2201
Training, Deep learning, Feature extraction, Hyperspectral imaging,
Unsupervised spoof detection, hyperspectral image,
single-pixel classification
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Hossain, M.S.[M. Sourave],
Rupty, L.[Labiba],
Roy, K.[Koushik],
Hasan, M.,
Sengupta, S.[Shirshajit],
Mohammed, N.[Nabeel],
A-DeepPixBis: Attentional Angular Margin for Face Anti-Spoofing,
DICTA20(1-8)
IEEE DOI
2201
Training, Protocols, Face recognition, Digital images,
Neural networks, Entropy, Task analysis
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Huang, S.[Samuel],
Cheng, W.H.[Wen-Huang],
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Single Patch Based 3D High-Fidelity Mask Face Anti-Spoofing,
ChaLearnFAS21(842-845)
IEEE DOI
2112
Solid modeling,
Protocols, Error analysis, Face recognition, Conferences
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Wang, Z.M.[Zhu-Ming],
Xu, Y.W.[Yao-Wen],
Wu, L.F.[Li-Fang],
Han, H.[Hu],
Ma, Y.K.[Yu-Kun],
Ma, G.Z.[Guo-Zhang],
Multi-Perspective Features Learning for Face Anti-Spoofing,
HTCV21(4099-4105)
IEEE DOI
2112
Training, Protocols, Face recognition,
Design methodology, Neural networks
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George, A.[Anjith],
Marcel, S.[Sébastien],
Cross Modal Focal Loss for RGBD Face Anti-Spoofing,
CVPR21(7878-7887)
IEEE DOI
2111
Face recognition, Computational modeling,
Computer architecture, Robustness
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Liu, Z.[Zhao],
Feng, Z.[Zunlei],
Zou, Z.[Zeyu],
Zhang, R.[Rong],
Song, M.L.[Ming-Li],
Shen, J.P.[Jian-Ping],
Disentangled Representation based Face Anti-Spoofing,
ICPR21(2017-2024)
IEEE DOI
2105
Face recognition, Task analysis, Image reconstruction
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Shi, L.[Lei],
Zhou, Z.[Zhuo],
Guo, Z.H.[Zhen-Hua],
Face Anti-Spoofing Using Spatial Pyramid Pooling,
ICPR21(2126-2133)
IEEE DOI
2105
Fuses, Databases, Face recognition,
Complex networks, Face Anti-Spoofing, Presentation Attack,
Multi-scale Information
BibRef
Ji, Q.B.[Qiao-Bin],
Xu, S.G.[Shu-Gong],
Chen, X.D.[Xu-Dong],
Zhang, S.Q.[Shun-Qing],
Cao, S.[Shan],
A Cross Domain Multi-modal Dataset for Robust Face Anti-spoofing,
ICPR21(4309-4316)
IEEE DOI
2105
Training, Protocols, Face recognition, Data visualization, Cameras,
Robustness, Hardware
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Zhou, J.W.[Jun-Wei],
Shu, K.[Ke],
Liu, P.[Peng],
Xiang, J.W.[Jian-Wen],
Xiong, S.W.[Sheng-Wu],
Face Anti-Spoofing Based on Dynamic Color Texture Analysis Using
Local Directional Number Pattern,
ICPR21(4221-4228)
IEEE DOI
2105
Support vector machines, Databases, Image color analysis,
Face recognition, Lighting, Probabilistic logic, Feature extraction
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Dou, Y.Q.[Yong-Qiang],
Yang, H.C.[Hao-Cheng],
Yang, M.L.[Mao-Lin],
Xu, Y.Y.[Yan-Yan],
Ke, D.F.[Deng-Feng],
Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for
Replay Attack Detection,
ICPR21(4115-4122)
IEEE DOI
2105
Training, Learning systems, Deep learning, Bridges,
Time-frequency analysis, Neural networks, Detectors, Anti-spoofing,
Modified GD-gram
BibRef
Chen, S.,
Li, W.,
Yang, H.,
Huang, D.,
Wang, Y.,
3D Face Mask Anti-spoofing via Deep Fusion of Dynamic Texture and
Shape Clues,
FG20(314-321)
IEEE DOI
2102
Faces, Videos, Feature extraction, Shape, Face recognition, deep fusion
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Weitzner, D.,
Mendlovic, D.,
Giryes, R.,
Face Authentication From Grayscale Coded Light Field,
ICIP20(2611-2615)
IEEE DOI
2011
Anti-spoofing, biometrics, coded light field, depth sensing, facial recognition
BibRef
Fatemifar, S.,
Awais, M.,
Akbari, A.,
Kittler, J.V.[Josef V.],
A Stacking Ensemble for Anomaly Based Client-Specific Face Spoofing
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ICIP20(1371-1375)
IEEE DOI
2011
Spoofing Detection, Anomaly detection, Ensemble Pruning, CNNs,
Fusion of Anomaly Classifiers
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Zhang, K.Y.[Ke-Yue],
Yao, T.P.[Tai-Ping],
Zhang, J.[Jian],
Tai, Y.[Ying],
Ding, S.H.[Shou-Hong],
Li, J.L.[Ji-Lin],
Huang, F.Y.[Fei-Yue],
Song, H.C.[Hai-Chuan],
Ma, L.Z.[Li-Zhuang],
Face Anti-spoofing via Disentangled Representation Learning,
ECCV20(XIX:641-657).
Springer DOI
2011
BibRef
Saha, S.,
Xu, W.,
Kanakis, M.,
Georgoulis, S.,
Chen, Y.,
Paudel, D.P.[Danda Pani],
Van Gool, L.J.[Luc J.],
Domain Agnostic Feature Learning for Image and Video Based Face
Anti-spoofing,
Biometrics20(3490-3499)
IEEE DOI
2008
Face, Lighting, Authentication, Feature extraction,
Cameras, Visualization
BibRef
Yang, Q.,
Zhu, X.,
Fwu, J.,
Ye, Y.,
You, G.,
Zhu, Y.,
PipeNet: Selective Modal Pipeline of Fusion Network for Multi-Modal
Face Anti-Spoofing,
WMF20(2739-2747)
IEEE DOI
2008
Face, Pipelines, Task analysis,
Protocols, Switched mode power supplies, Streaming media
BibRef
Jia, Y.,
Zhang, J.,
Shan, S.,
Chen, X.,
Single-Side Domain Generalization for Face Anti-Spoofing,
CVPR20(8481-8490)
IEEE DOI
2008
Face, Feature extraction, Generators, Training, Aggregates, Databases, Face recognition
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Stehouwer, J.,
Jourabloo, A.,
Liu, Y.,
Liu, X.,
Noise Modeling, Synthesis and Classification for Generic Object
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CVPR20(7292-7301)
IEEE DOI
2008
Sensors, Image sensors, Generators, Prototypes, Face, Task analysis, Training
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Wang, Z.,
Yu, Z.,
Zhao, C.,
Zhu, X.,
Qin, Y.,
Zhou, Q.,
Zhou, F.,
Lei, Z.,
Deep Spatial Gradient and Temporal Depth Learning for Face
Anti-Spoofing,
CVPR20(5041-5050)
IEEE DOI
2008
Face, Feature extraction, Task analysis, Face recognition,
Logic gates, Estimation
BibRef
Yu, Z.T.[Zi-Tong],
Zhao, C.X.[Chen-Xu],
Wang, Z.Z.[Ze-Zheng],
Qin, Y.X.[Yun-Xiao],
Su, Z.[Zhuo],
Li, X.B.[Xiao-Bai],
Zhou, F.[Feng],
Zhao, G.Y.[Guo-Ying],
Searching Central Difference Convolutional Networks for Face
Anti-Spoofing,
CVPR20(5294-5304)
IEEE DOI
2008
Convolutional codes, Face, Task analysis, Feature extraction,
Convolution, Robustness, Videos
BibRef
Yu, Z.T.[Zi-Tong],
Qin, Y.X.[Yun-Xiao],
Li, X.B.[Xiao-Bai],
Wang, Z.Z.[Ze-Zheng],
Zhao, C.X.[Chen-Xu],
Lei, Z.[Zhen],
Zhao, G.Y.[Guo-Ying],
Multi-Modal Face Anti-Spoofing Based on Central Difference Networks,
WMF20(2766-2774)
IEEE DOI
2008
Face, Convolution, Protocols, Feature extraction, Robustness,
Task analysis, Videos
BibRef
Zhang, S.F.[Shi-Feng],
Wang, X.B.[Xiao-Bo],
Liu, A.[Ajian],
Zhao, C.X.[Chen-Xu],
Wan, J.[Jun],
Escalera, S.[Sergio],
Shi, H.L.[Hai-Lin],
Wang, Z.[Zezheng],
Li, S.Z.[Stan Z.],
A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-Spoofing,
CVPR19(919-928).
IEEE DOI
2002
BibRef
Kim, T.,
Kim, Y.,
Kim, I.,
Kim, D.,
BASN: Enriching Feature Representation Using Bipartite Auxiliary
Supervisions for Face Anti-Spoofing,
DFW19(494-503)
IEEE DOI
2004
face recognition, feature extraction, image representation,
learning (artificial intelligence), security of data,
Deep Convolutional Neural Networks
BibRef
Yang, X.[Xiao],
Luo, W.H.[Wen-Han],
Bao, L.C.[Lin-Chao],
Gao, Y.[Yuan],
Gong, D.H.[Di-Hong],
Zheng, S.B.[Shi-Bao],
Li, Z.F.[Zhi-Feng],
Liu, W.[Wei],
Face Anti-Spoofing: Model Matters, so Does Data,
CVPR19(3502-3511).
IEEE DOI
2002
BibRef
Liu, Y.J.[Yao-Jie],
Stehouwer, J.[Joel],
Jourabloo, A.[Amin],
Liu, X.M.[Xiao-Ming],
Deep Tree Learning for Zero-Shot Face Anti-Spoofing,
CVPR19(4675-4684).
IEEE DOI
2002
BibRef
Miyata, M.[Mari],
Aizawa, K.[Kiyoharu],
Estimation of Impression Associated With Portraits Using Facial
Landmarks and Visual Features,
ICIP20(1421-1425)
IEEE DOI
2011
BibRef
Earlier:
Impression Estimation for Deformed Portraits With a Landmark-Based
Ranking Network,
ICIP19(1950-1954)
IEEE DOI
1910
Not really spoofing, but manipulation.
How to manipulate a portrait for posting.
Impression estimation, Portrait manipulation, Relative attribute,
Face, Impression word.
Portrait, impression, deformation, learning to rank, relative attribute
BibRef
Sun, X.,
Huang, L.,
Liu, C.,
Multimodal Face Spoofing Detection via RGB-D Images,
ICPR18(2221-2226)
IEEE DOI
1812
Face, Image color analysis, Correlation,
Color, Skin, Entropy
BibRef
Luo, S.,
Kan, M.,
Wu, S.Z.[Shu-Zhe],
Chen, X.L.[Xi-Lin],
Shan, S.G.[Shi-Guang],
Face Anti-Spoofing with Multi-Scale Information,
ICPR18(3402-3407)
IEEE DOI
1812
Face, Feature extraction, Agriculture, Training,
Convolutional neural networks, Printing
BibRef
Guo, X.[Xiao],
Liu, Y.J.[Yao-Jie],
Jain, A.[Anil],
Liu, X.M.[Xiao-Ming],
Multi-domain Learning for Updating Face Anti-spoofing Models,
ECCV22(XIII:230-249).
Springer DOI
2211
BibRef
Liu, Y.J.[Yao-Jie],
Jourabloo, A.[Amin],
Liu, X.M.[Xiao-Ming],
Learning Deep Models for Face Anti-Spoofing:
Binary or Auxiliary Supervision,
CVPR18(389-398)
IEEE DOI
1812
Face, Databases, Face recognition,
Lighting, Shape,
BibRef
Jourabloo, A.[Amin],
Liu, Y.J.[Yao-Jie],
Liu, X.M.[Xiao-Ming],
Face De-spoofing: Anti-spoofing via Noise Modeling,
ECCV18(XIII: 297-315).
Springer DOI
1810
BibRef
Song, X.,
Zhao, X.,
Lin, T.,
Face spoofing detection by fusing binocular depth and spatial pyramid
coding micro-texture features,
ICIP17(96-100)
IEEE DOI
1803
Cameras, Encoding, Face, Feature extraction, Lighting, Robustness,
Support vector machines, Face spoofing detection,
template face registration
BibRef
Souza, G.B.[Gustavo B.],
Santos, D.F.S.[Daniel F. S.],
Pires, R.G.[Rafael G.],
Marana, A.N.[Aparecido N.],
Papa, J.P.[Joăo P.],
Efficient Transfer Learning for Robust Face Spoofing Detection,
CIARP17(643-651).
Springer DOI
1802
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
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,
Video sequences, Videos, CASIA, LBP-TOP,
REPLAY-ATTACK, anti-spoofing, convolutional neural network (CNN), spatio-temporal
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,
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,
point cloud, spoof detection,
stereo vision, surface, fitting
BibRef
Liu, S.Q.[Si-Qi],
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.Q.[Si-Qi],
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
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
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
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
Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Biometrics, Cross-Modal, Multi-Modal Systems, Multibiometrics, Combined Face and Other Features, Fusion .