22.6.3.3 Liveness Detection, Spoofing, Fingerprint Recognition

Chapter Contents (Back)
Application, Fingerprints. Fingerprints. Liveness. Spoofing.
See also Liveness Detection, Spoofing, Presentation Attack, Faces, Other Biometrics.

Derakhshani, R.[Reza], Schuckers, S.A.C.[Stephanie A.C.], Hornak, L.A.[Larry A.], O'Gorman, L.[Lawrence],
Determination of vitality from a non-invasive biomedical measurement for use in fingerprint scanners,
PR(36), No. 2, February 2003, pp. 383-396.
Elsevier DOI 0211
BibRef

Parthasaradhi, S.T.V.[Sujan T. V.], Derakshani, R.[Reza], Hornak, L.A.[Lawrence A.], Schuckers, S.A.C.[Stephanie A. C.],
Time-series detection of perspiration as a liveness test in fingerprint devices,
SMC-C(35), No. 3, August 2005, pp. 335-343.
IEEE DOI 0508
BibRef
Earlier: A4, A1, A2, A3:
Comparison of Classification Methods for Time-Series Detection of Perspiration as a Liveness Test in Fingerprint Devices,
ICBA04(256-263).
Springer DOI 0505
BibRef

Coli, P.[Pietro], Marcialis, G.L.[Gian Luca], Roli, F.[Fabio],
Fingerprint Silicon Replicas: Static And Dynamic Features For Vitality Detection Using An Optical Capture Device,
IJIG(8), No. 4, October 2008, pp. 495-512. 0804
BibRef
Earlier:
Vitality Detection from Fingerprint Images: A Critical Survey,
ICB07(722-731).
Springer DOI 0708
BibRef
Earlier:
Analysis and Selection of Features for the Fingerprint Vitality Detection,
SSPR06(907-915).
Springer DOI 0608

See also Fingerprint Verification by Fusion of Optical and Capacitive Sensors. BibRef

Marcialis, G.L.[Gian Luca], Roli, F.[Fabio], Tidu, A.[Alessandra],
Analysis of Fingerprint Pores for Vitality Detection,
ICPR10(1289-1292).
IEEE DOI 1008
BibRef

Nikam, S.B.[Shankar Bhausaheb], Agarwal, S.[Suneeta],
Co-occurrence Probabilities And Wavelet-based Spoof Fingerprint Detection,
IJIG(9), No. 2, April 2009, pp. 171-199. 0905
BibRef
Earlier:
Fingerprint Anti-Spoofing Using Ridgelet Transform,
BTAS08(1-6).
IEEE DOI 0809
BibRef
And:
Gabor Filter-Based Fingerprint Anti-spoofing,
ACIVS08(xx-yy).
Springer DOI 0810
BibRef

Nikam, S.B.[Shankar Bhausaheb], Agarwal, S.[Suneeta],
Curvelet-based fingerprint anti-spoofing,
SIViP(4), No. 1, March 2010, pp. xx-yy.
Springer DOI 1003
BibRef

Abhyankar, A.[Aditya], Schuckers, S.A.C.[Stephanie A.C.],
Integrating a wavelet based perspiration liveness check with fingerprint recognition,
PR(42), No. 3, March 2009, pp. 452-464.
Elsevier DOI 0811
BibRef
Earlier:
Fingerprint Liveness Detection Using Local Ridge Frequencies and Multiresolution Texture Analysis Techniques,
ICIP06(321-324).
IEEE DOI 0610
BibRef
And:
Empirical Mode Decomposition Liveness Check in Fingerprint Time Series Captures,
Biometrics06(28).
IEEE DOI 0609
BibRef
Earlier: A2, A1:
Detecting Liveness in Fingerprint Scanners Using Wavelets: Results of the Test Dataset,
BioAW04(100-110).
Springer DOI 0505

See also Iris quality assessment and bi-orthogonal wavelet based encoding for recognition. BibRef

Abhyankar, A.[Aditya], Schuckers, S.A.C.[Stephanie A.C.],
Towards integrating level-3 Features with perspiration pattern for robust fingerprint recognition,
ICIP10(3085-3088).
IEEE DOI 1009
BibRef

de Cann, B.[Brian], Tan, B.Z.[Bo-Zhao], Schuckers, S.A.C.[Stephanie A.C.],
A Novel Region Based Liveness Detection Approach for Fingerprint Scanners,
ICB09(627-636).
Springer DOI 0906
BibRef

Tan, B.Z.[Bo-Zhao], Schuckers, S.A.C.[Stephanie A.C.],
Spoofing protection for fingerprint scanner by fusing ridge signal and valley noise,
PR(43), No. 8, August 2010, pp. 2845-2857.
Elsevier DOI 1006
BibRef
Earlier:
Liveness Detection for Fingerprint Scanners Based on the Statistics of Wavelet Signal Processing,
Biometrics06(26).
IEEE DOI 0609
Fingerprints; Spoofing; Liveness; Wavelet analysis; Multiresolution analysis; Wavelet packet analysis; Energy distribution analysis Fingerprint scanner; Anti-spoofing; Fingerprint ridge and valley; Decision tree; Neural network BibRef

Memon, S.[Shahzad], Manivannan, N.[Nadarajah], Noor, A.[Azad], Balachadran, W.[Wamadeva], Boulgouris, N.V.[Nikolaos V.],
Fingerprint Sensors: Liveness Detection Issue and Hardware based Solutions,
Sensors(136), No. 1, January 2012, pp. 35-49.
HTML Version. 1202
BibRef

Marasco, E.[Emanuela], Sansone, C.[Carlo],
Combining perspiration- and morphology-based static features for fingerprint liveness detection,
PRL(33), No. 9, 1 July 2012, pp. 1148-1156.
Elsevier DOI 1202
Biometrics; Spoofing; Liveness detection; Fingerprint scanners BibRef

Guo, Y.Y.[Yan-Yan], Fei, X.D.[Xiang-Dong], Zhao, Q.J.[Qi-Jun],
Fingerprint Liveness Detection Using Multiple Static Features and Random Forests,
IJIG(14), No. 04, 2014, pp. 1450021.
DOI Link 1412
BibRef

Anjos, A.[Andre], Chakka, M.M., Marcel, S.[Sebastien],
Motion-based counter-measures to photo attacks in face recognition,
IET-Bio(3), No. 3, September 2014, pp. 147-158.
DOI Link 1412
authorisation BibRef

Chingovska, I.[Ivana], Anjos, A.[Andre], Marcel, S.[Sebastien],
Anti-spoofing in Action: Joint Operation with a Verification System,
Biometrics13(98-104)
IEEE DOI 1309
biometric recognition BibRef

Gragnaniello, D.[Diego], Poggi, G.[Giovanni], Sansone, C.[Carlo], Verdoliva, L.[Luisa],
Local contrast phase descriptor for fingerprint liveness detection,
PR(48), No. 4, 2015, pp. 1050-1058.
Elsevier DOI 1502
Fingerprint liveness detection BibRef

Marasco, E.[Emanuela], Ross, A.[Arun],
A Survey on Antispoofing Schemes for Fingerprint Recognition Systems,
Surveys(47), No. 2, January 2015, pp. Article No 28.
DOI Link 1503
BibRef

Sousedik, C., Busch, C.[Christoph],
Presentation Attack Detection Methods for Fingerprint Recognition Systems: A Survey,
IET-Bio(3), No. 4, 2014, pp. 219-233.
DOI Link 1504
Award, IET Bio Premium. fingerprint identification
See also Presentation Attack Detection Methods for Face Recognition Systems: A Comprehensive Survey. BibRef

Huang, Q.G.[Qian-Gui], Chang, S.[Sheng], Liu, C.[Chun], Niu, B.B.[Bin-Bin], Tang, M.[Meng], Zhou, Z.[Zhe],
An evaluation of fake fingerprint databases utilizing SVM classification,
PRL(60-61), No. 1, 2015, pp. 1-7.
Elsevier DOI 1506
Fake fingerprint BibRef

Wild, P.[Peter], Radu, P.[Petru], Chen, L.[Lulu], Ferryman, J.M.[James M.],
Robust multimodal face and fingerprint fusion in the presence of spoofing attacks,
PR(50), No. 1, 2016, pp. 17-25.
Elsevier DOI 1512
Multibiometrics BibRef

Kim, S.[Soowoong], Park, B.[Bogun], Song, B.S.[Bong Seop], Yang, S.J.[Seung-Joon],
Deep belief network based statistical feature learning for fingerprint liveness detection,
PRL(77), No. 1, 2016, pp. 58-65.
Elsevier DOI 1606
Fingerprint liveness detection BibRef

Bhardwaj, I.[Ishan], Londhe, N.D.[Narendra D.], Kopparapu, S.I.K.[Sun-Il K.],
A spoof resistant multibiometric system based on the physiological and behavioral characteristics of fingerprint,
PR(62), No. 1, 2017, pp. 214-224.
Elsevier DOI 1609
Biometrics BibRef

Xia, Z.H.[Zhi-Hua], Lv, R.[Rui], Zhu, Y.F.[Ya-Feng], Ji, P.[Peng], Sun, H.Y.[Hui-Yu], Shi, Y.Q.[Yun-Qing],
Fingerprint liveness detection using gradient-based texture features,
SIViP(11), No. 2, February 2017, pp. 381-388.
Springer DOI 1702
BibRef
Earlier:
And: Erratum: SIViP(11), No. 2, February 2017, pp. 389.
Springer DOI 1702
BibRef

Kim, W.,
Fingerprint Liveness Detection Using Local Coherence Patterns,
SPLetters(24), No. 1, January 2017, pp. 51-55.
IEEE DOI 1702
fingerprint identification BibRef

Ghiani, L.[Luca], Yambay, D.A.[David A.], Mura, V.[Valerio], Marcialis, G.L.[Gian Luca], Roli, F.[Fabio], Schuckers, S.A.[Stephanie A.],
Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015,
IVC(58), No. 1, 2017, pp. 110-128.
Elsevier DOI 1703
Fingerprint BibRef

Ghiani, L.[Luca], Hadid, A.[Abdenour], Marcialis, G.L.[Gian Luca], Roli, F.[Fabio],
Fingerprint liveness detection using local texture features,
IET-Bio(6), No. 3, May 2017, pp. 224-231.
DOI Link 1704
BibRef

Echizen, I.[Isao], Ogane, T.[Tateo],
BiometricJammer: Method to Prevent Acquisition of Biometric Information by Surreptitious Photography on Fingerprints,
IEICE(E101-D), No. 1, January 2018, pp. 2-12.
WWW Link. 1801
BibRef

Ali, S.S.[Syed Sadaf], Ganapathi, I.I.[Iyyakutti Iyappan], Prakash, S.[Surya],
Robust technique for fingerprint template protection,
IET-Bio(7), No. 6, November 2018, pp. 536-549.
DOI Link 1811
BibRef

Wayne-Asera, A.[Asera], Aritsugi, M.[Masayoshi],
Weber Centralized Binary Fusion Descriptor for Fingerprint Liveness Detection,
IEICE(E102-D), No. 7, July 2019, pp. 1422-1425.
WWW Link. 1907
BibRef

Sharma, R.P.[Ram Prakash], Dey, S.[Somnath],
Fingerprint liveness detection using local quality features,
VC(35), No. 10, October 2018, pp. 1393-1410.
WWW Link. 1909
BibRef

Yuan, C.S.[Cheng-Sheng], Chen, X.Y.[Xian-Yi], Yu, P.P.[Pei-Peng], Meng, R.H.[Ruo-Han], Cheng, W.J.[Wei-Jin], Wu, Q.M.J.[Q. M. Jonathan], Sun, X.M.[Xing-Ming],
Semi-supervised stacked autoencoder-based deep hierarchical semantic feature for real-time fingerprint liveness detection,
RealTimeIP(17), No. 1, February 2020, pp. 55-71.
Springer DOI 2002
BibRef

Xia, Z., Yuan, C., Lv, R., Sun, X., Xiong, N.N., Shi, Y.,
A Novel Weber Local Binary Descriptor for Fingerprint Liveness Detection,
SMCS(50), No. 4, April 2020, pp. 1526-1536.
IEEE DOI 2004
Feature extraction, Authentication, Information science, Histograms, Collaboration, Technological innovation, Software, Weber's law BibRef

Tan, G.H.[Guang-Hua], Zhang, Q.[Qiong], Hu, H.Y.[Hai-Yang], Zhu, X.Y.[Xian-Yi], Wu, X.Q.[Xiang-Qiong],
Fingerprint liveness detection based on guided filtering and hybrid image analysis,
IET-IPR(14), No. 9, 20 July 2020, pp. 1710-1715.
DOI Link 2007
BibRef

di Martino, J.M., Qiu, Q., Sapiro, G.,
Rethinking Shape From Shading for Spoofing Detection,
IP(30), 2021, pp. 1086-1099.
IEEE DOI 2012
Liveness detection, spoofing attack, face recognition, active light, flash, 3D facial features BibRef

Liu, F., Liu, H., Zhang, W., Liu, G., Shen, L.,
One-Class Fingerprint Presentation Attack Detection Using Auto-Encoder Network,
IP(30), 2021, pp. 2394-2407.
IEEE DOI 2102
Training, Silicon compounds, Feature extraction, Detectors, Data models, Sensors, Supervised learning, unsupervised learning system BibRef

Agarwal, S.[Shivang], Rattani, A.[Ajita], Chowdary, C.R.[C. Ravindranath],
A comparative study on handcrafted features v/s deep features for open-set fingerprint liveness detection,
PRL(147), 2021, pp. 34-40.
Elsevier DOI 2106
Liveness detection, Handcrafted v/s deep features, Open-set classification BibRef

Impedovo, D.[Donato], Dentamaro, V.[Vincenzo], Abbattista, G.[Giacomo], Gattulli, V.[Vincenzo], Pirlo, G.[Giuseppe],
A comparative study of shallow learning and deep transfer learning techniques for accurate fingerprints vitality detection,
PRL(151), 2021, pp. 11-18.
Elsevier DOI 2110
Fingerprints, Liveness detection, Livedet2019, Deep Learning, SVM, BSIF, LPQ, WLD BibRef

Sharma, D.[Deepika], Selwal, A.[Arvind],
FinPAD: State-of-the-art of fingerprint presentation attack detection mechanisms, taxonomy and future perspectives,
PRL(152), 2021, pp. 225-252.
Elsevier DOI 2112
Fingerprint biometric systems, spoof attacks, presentation attack detection (PAD), handcrafted features, deep learning BibRef

Marrone, S.[Stefano], Sansone, C.[Carlo],
On the transferability of adversarial perturbation attacks against fingerprint based authentication systems,
PRL(152), 2021, pp. 253-259.
Elsevier DOI 2112
BibRef

Li, J.[Jing], Chen, Y.J.[Ya-Jun], Zhang, E.[Erhu],
Comprehensive edge direction descriptor for fingerprint liveness detection,
SP:IC(102), 2022, pp. 116603.
Elsevier DOI 2202
Fingerprint liveness detection, Explicit edge direction, Implicit edge direction, SVD energy, Positive-negative separation mean pooling BibRef

Wyzykowski, A.B.V.[Andre Brasil Vieira], Segundo, M.P.[Mauricio Pamplona], de Paula-Lemes, R.[Rubisley],
Multiresolution synthetic fingerprint generation,
IET-Bio(11), No. 4, 2022, pp. 314-332.
DOI Link 2207
BibRef

Xu, C.[Chao], Yan, Y.F.[Yun-Feng], YANG, L.Y.[Lehang-Yu], Li, S.[Sheng], Feng, G.R.[Guo-Rui],
Altered Fingerprints Detection Based on Deep Feature Fusion,
IEICE(E105-D), No. 9, September 2022, pp. 1647-1651.
WWW Link. 2209
BibRef

Yan, W.J.[Wen-Jun], Zeng, Y.[Ying], Hu, H.F.[Hai-Feng],
Domain Adversarial Disentanglement Network With Cross-Domain Synthesis for Generalized Face Anti-Spoofing,
CirSysVideo(32), No. 10, October 2022, pp. 7033-7046.
IEEE DOI 2210
Task analysis, Feature extraction, Ions, Generators, Face recognition, Optimization, Faces, Face anti-spoofing, adversarial learning BibRef

Liu, H.Z.[Hao-Zhe], Zhang, W.[Wentian], Liu, F.[Feng], Wu, H.Q.[Hao-Qian], Shen, L.L.[Lin-Lin],
Fingerprint Presentation Attack Detector Using Global-Local Model,
Cyber(52), No. 11, November 2022, pp. 12315-12328.
IEEE DOI 2211
Sensors, Detectors, Image sensors, Visualization, Semantics, Fingerprint recognition, Ensemble learning, weakly supervised learning BibRef

Galli, A.[Antonio], Gravina, M.[Michela], Marrone, S.[Stefano], Mattiello, D.[Domenico], Sansone, C.[Carlo],
Adversarial liveness detector: Leveraging adversarial perturbations in fingerprint liveness detection,
IET-Bio(12), No. 2, 2023, pp. 102-111.
DOI Link 2305
biometrics presentation attack detection, learning (artificial intelligence), liveness detection BibRef

Casula, R.[Roberto], Micheletto, M.[Marco], Orrú, G.[Giulia], Marcialis, G.L.[Gian Luca], Roli, F.[Fabio],
Towards realistic fingerprint presentation attacks: The ScreenSpoof method,
PRL(171), 2023, pp. 192-200.
Elsevier DOI 2306
Fingerprint, Latent, Presentation attack BibRef

Sharma, D.[Deepika], Selwal, A.[Arvind],
SFincBuster: Spoofed fingerprint buster via incremental learning using leverage bagging classifier,
IVC(135), 2023, pp. 104713.
Elsevier DOI 2306
Fingerprint, Spoof attacks, Anti-spoofing, Synthetic fingerprint, Incremental learning, VGG19 BibRef

Yuan, C.S.[Cheng-Sheng], Guo, Q.[Qiang], Zhou, Z.[Zhili], Fu, Z.J.[Zhang-Jie], Xia, Z.H.[Zhi-Hua],
Deepfake Fingerprint Detection Model Intellectual Property Protection via Ridge Texture Enhancement,
SPLetters(30), 2023, pp. 843-847.
IEEE DOI 2307
Fingerprint recognition, Training, IP networks, Data models, Computational modeling, Task analysis, Intellectual property, Model Stealing BibRef

Mehboob, R.[Rubab], Dawood, H.[Hassan], Dawood, H.[Hussain],
An encoded histogram of ridge bifurcations and contours for fingerprint presentation attack detection,
PR(143), 2023, pp. 109782.
Elsevier DOI 2310
Biometric systems, fingerprint liveness detection, Fingerprint texture, Live fingerprints, Spoof fingerprints, Ridge contours BibRef

Baghel, V.S.[Vivek Singh], Ali, S.S.[Syed Sadaf], Prakash, S.[Surya],
A non-invertible transformation based technique to protect a fingerprint template,
IET-IPR(17), No. 13, 2023, pp. 3645-3659.
DOI Link 2311
BibRef

Zhang, W.T.[Wen-Tian], Liu, H.Z.[Hao-Zhe], Liu, F.[Feng], Ramachandra, R.[Raghavendra],
A uniform representation model for OCT-based fingerprint presentation attack detection and reconstruction,
PR(145), 2024, pp. 109981.
Elsevier DOI 2311
Presentation Attack Detection, Fingerprint representation, Semantic segmentation, Optical Coherence Tomography BibRef

Yuan, C.S.[Cheng-Sheng], Xu, Z.Y.[Zhen-Yu], Li, X.T.[Xin-Ting], Zhou, Z.[Zhili], Huang, J.H.[Jun-Hao], Guo, P.[Ping],
An Interpretable Siamese Attention Res-CNN for Fingerprint Spoofing Detection,
IET-Bio(2024), No. 1, 2024, pp. 6630173.
DOI Link 2408
BibRef

Jawade, B.[Bhavin], Subramanya, S.[Shreeram], Dabhade, A.[Atharv], Setlur, S.[Srirangaraj], Govindaraju, V.[Venu],
GestSpoof: Gesture Based Spatio-Temporal Representation Learning for Robust Fingerprint Presentation Attack Detection,
FG24(1-9)
IEEE DOI Code:
HTML Version. 2408
Representation learning, Measurement, Fingers, Fingerprint recognition, Feature extraction, Distortion, Robustness BibRef

Cavasin, S.[Saverio], Mari, D.[Daniele], Milani, S.[Simone], Conti, M.[Mauro],
Fingerprint membership and identity inference against generative adversarial networks,
PRL(185), 2024, pp. 184-189.
Elsevier DOI 2410
Membership inference, Identity inference, Fingerprints, Biometrics, GANs, Media forensics, Explainable forensics BibRef

Vurity, A.[Anudeep], Marasco, E.[Emanuela], Ramachandra, R.[Raghavendra], Liao, D.D.[Duo-Duo],
Interpreting the Fraudulence Level of Different Finger Photo Presentation Attack Instruments,
ICIP24(3236-3242)
IEEE DOI 2411
Performance evaluation, Explainable AI, Instruments, Fingers, Tablet computers, Transformers, User experience, Biometrics, presentation attack detection BibRef


Li, H.L.[Hai-Lin], Ramachandra, R.[Raghavendra],
Does Capture Background Influence the Accuracy of the Deep Learning Based Fingerphoto Presentation Attack Detection Techniques?,
BioAttack24(1034-1042)
IEEE DOI 2404
Deep learning, Image segmentation, Protocols, Scalability, Authentication, Benchmark testing, Transformers BibRef

Shukla, R.[Rishabh], Sinha, A.[Aditya], Singh, V.[Vansh], Kaur, H.[Harkeerat],
Vikriti-ID: A Novel Approach For Real Looking Fingerprint Data-set Generation,
WACV24(6383-6391)
IEEE DOI 2404
Access control, Databases, Fingerprint recognition, Generators, Usability, Faces, Algorithms, Biometrics, face, gesture, body pose BibRef

Marrone, S.[Stefano], Casula, R.[Roberto], Orrů, G.[Giulia], Marcialis, G.L.[Gian Luca], Sansone, C.[Carlo],
Fingerprint Adversarial Presentation Attack in the Physical Domain,
MMForWild20(530-543).
Springer DOI 2103
BibRef

Giudice, O., Litrico, M., Battiato, S.,
Single Architecture and Multiple task deep Neural Network for Altered Fingerprint Analysis,
ICIP20(813-817)
IEEE DOI 2011
Task analysis, Distortion, Neural networks, Fingerprint recognition, Training, Skin, Feature extraction, biometric analysis BibRef

Anusha, B.V.S., Banerjee, S., Chaudhuri, S.,
DeFraudNet:End2End Fingerprint Spoof Detection using Patch Level Attention,
WACV20(2684-2693)
IEEE DOI 2006
Feature extraction, Security, Robustness, Standards, Fingerprint recognition, Image resolution, Computational modeling BibRef

Pala, F., Bhanu, B.,
On the accuracy and robustness of deep triplet embedding for fingerprint liveness detection,
ICIP17(116-120)
IEEE DOI 1803
Biometrics (access control), Convolution, Machine learning, Measurement, Robustness, Security, Training, Biometrics, Deep Learning, Security BibRef

González-Soler, L.J.[Lázaro Janier], Chang, L.[Leonardo], Hernández-Palancar, J.[José], Pérez-Suárez, A.[Airel], Gomez-Barrero, M.[Marta],
Fingerprint Presentation Attack Detection Method Based on a Bag-of-Words Approach,
CIARP17(263-271).
Springer DOI 1802
BibRef

Jing, Y.C.[Yong-Cheng], Liu, G.L.[Gui-Liang],
Analysis of out-of-focus blur influence on fingerprint liveness detection system,
ICWAPR15(158-164)
IEEE DOI 1511
feature extraction BibRef

Toosi, A.[Amirhosein], Cumani, S.[Sandro], Bottino, A.[Andrea],
On Multiview Analysis for Fingerprint Liveness Detection,
CIARP15(143-150).
Springer DOI 1511
BibRef

Rattani, A.[Ajita], Ross, A.[Arun],
Minimizing the impact of spoof fabrication material on fingerprint liveness detector,
ICIP14(4992-4996)
IEEE DOI 1502
Detectors BibRef

Li, Q.Q.[Qiao-Qiao], Chan, P.P.K.[Patrick P.K.],
Fingerprint liveness detection based on binarized statistical image feature with sampling from Gaussian distribution,
ICWAPR14(13-17)
IEEE DOI 1402
Feature extraction BibRef

Tiribuzi, M.[Michela], Pastorelli, M.[Marco], Valigi, P.[Paolo], Ricci, E.[Elisa],
A Multiple Kernel Learning framework for detecting altered fingerprints,
ICPR12(3402-3405).
WWW Link. 1302
BibRef

Ghiani, L.[Luca], Marcialis, G.L.[Gian Luca], Roli, F.[Fabio],
Fingerprint liveness detection by local phase quantization,
ICPR12(537-540).
WWW Link. 1302
BibRef

Marcialis, G.L.[Gian Luca], Ghiani, L.[Luca], Vetter, K.[Katja], Morgeneier, D.[Dirk], Roli, F.[Fabio],
Large Scale Experiments on Fingerprint Liveness Detection,
SSSPR12(501-509).
Springer DOI 1211
BibRef

Ghiani, L.[Luca], Denti, P.[Paolo], Marcialis, G.L.[Gian Luca],
Experimental Results on Fingerprint Liveness Detection,
AMDO12(210-218).
Springer DOI 1208
BibRef

Marcialis, G.L.[Gian Luca], Lewicke, A.[Aaron], Tan, B.[Bozhao], Coli, P.[Pietro], Grimberg, D.[Dominic], Congiu, A.[Alberto], Tidu, A.[Alessandra], Roli, F.[Fabio], Schuckers, S.A.C.[Stephanie A.C.],
First International Fingerprint Liveness Detection Competition: LivDet 2009,
CIAP09(12-23).
Springer DOI 0909
BibRef

Reddy, P.V., Kumar, A., Rahman, S.M.K., Mundra, T.S.,
A New Method for Fingerprint Antispoofing using Pulse Oxiometry,
BTAS07(1-6).
IEEE DOI 0709
BibRef

Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Latnet Fingerprint Recognition, Analysis .


Last update:Nov 26, 2024 at 16:40:19