21.5.2 Biometrics, Multi-Modal Systems, Combined Face and Other Features

Chapter Contents (Back)
Biometrics.

Duc, B., Bigun, E.S., Bigün, J., Maitre, G., Fischer, S.,
Fusion of Audio and Video Information for Multi Modal Person Authentication,
PRL(18), No. 9, September 1997, pp. 835-843. 9801 BibRef

Kittler, J.V., Matas, J., Jonsson, K., Sanchez, M.U.R.,
Combining Evidence in Personal Identity Verification Systems,
PRL(18), No. 9, September 1997, pp. 845-852. 9801 BibRef

Hong, L.[Lin], Jain, A.K.[Anil K.],
Integrating Faces and Fingerprints for Personal Identification,
PAMI(20), No. 12, December 1998, pp. 1295-1307.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9812

Jain, A.K., Hong, L., Kulkarni, Y.,
A Multimodal Biometric System Using Fingerprint, Face and Speech,
AVBPA99(xx-yy). BibRef 9900

Jain, A.K.[Anil K.], Hong, L.[Lin], Kulkarni, Y.[Yatin],
F2ID: A Personal Identification System Using Faces and Fingerprints,
ICPR98(Vol II: 1373-1375).
WWW Version. 9808 BibRef

Chatzis, V., Borse, A.G., Pitas, I.,
Multimodal Decision-Level Fusion for Person Authentication,
SMC-A(29), No. 6, November 1999, pp. 674.
IEEE Top Reference. BibRef 9911

Ben-Yacoub, S.[Souheil], Abdeljaoued, Y., Mayoraz, E.,
Fusion of Face and Speech Data for Person Identity Verification,
TNN(10), No. 5, May 1999, pp. 1065-1074. BibRef 9905

Ben-Yacoub, S.[Souheil], Luettin, J.[Juergen], Jonsson, K.[Kenneth], Matas, J.[Jiri], Kittler, J.V.[Josef V.],
Audio-Visual Person Verification,
CVPR99(I: 580-585).
IEEE Abstract. IEEE Top Reference.
WWW Version. Multi-modal, both sound and image. BibRef 9900

Ben-Yacoub, S.,
Multi-Modal Data Fusion for Person Authentication Using SVM,
AVBPA99(xx-yy). BibRef 9900

Sanderson, C.[Conrad], Paliwal, K.K.[Kuldip K.],
Noise compensation in a person verification system using face and multiple speech features,
PR(36), No. 2, February 2003, pp. 293-302.
WWW Version. 0211 See also Features for robust face-based identity verification. BibRef

Sanderson, C.[Conrad], Paliwal, K.K.[Kuldip K.],
Fast features for face authentication under illumination direction changes,
PRL(24), No. 14, October 2003, pp. 2409-2419.
WWW Version. 0307 BibRef
Earlier:
Likelihood normalization for face authentication in variable recording conditions,
ICIP02(I: 301-304).
IEEE Abstract. IEEE Top Reference. 0210 BibRef

Chang, K.I.[Kyong I.], Bowyer, K.W.[Kevin W.], Sarkar, S.[Sudeep], Victor, B.[Barnabas],
Comparison and combination of ear and face images in appearance-based biometrics,
PAMI(25), No. 9, September 2003, pp. 1160-1165.
IEEE Abstract. IEEE Top Reference. 0309Previous work with PCA approach showed worse results for ear biometrics. New result shos minor differences. Using both results in a larger improvement (from approx 70% to 90%). ( See also Ear Biometrics. See also Force Field Energy Functionals for Image Feature Extraction. ). BibRef

Victor, B., Bowyer, K.W., Sarkar, S.,
An evaluation of face and ear biometrics,
ICPR02(I: 429-432).
WWW Version. 0211 BibRef

Ribaric, S., Ribaric, D., Pavesic, N.,
Multimodal biometric user-identification system for network-based applications,
VISP(150), No. 6, December 2003, pp. 409-416.
IEEE Abstract. IEEE Top Reference. 0402 BibRef

Ross, A.[Arun], Jain, A.K.[Anil K.],
Information Fusion in Biometrics,
PRL(24), No. 13, September 2003, pp. 2115-2125.
WWW Version. 0307 Fusion. BibRef
Earlier: Add A3: Qian, J.Z.[Jian-Zhong], AVBPA01(354).
HTML Version. 0310 BibRef

Jain, A.[Anil], Nandakumar, K.[Karthik], Ross, A.[Arun],
Score normalization in multimodal biometric systems,
PR(38), No. 12, December 2005, pp. 2270-2285.
WWW Version. 0510 BibRef

Toh, K.A., Yau, W.Y., Jiang, X.,
A Reduced Multivariate Polynomial Model for Multimodal Biometrics and Classifiers Fusion,
CirSysVideo(14), No. 2, February 2004, pp. 224-233.
IEEE Abstract. IEEE Top Reference. 0403 Fusion, Biometrics. BibRef

Fierrez-Aguilar, J.[Julian], Ortega-Garcia, J.[Javier], Gonzalez-Rodriguez, J.[Joaquin], Bigun, J.[Josef],
Discriminative multimodal biometric authentication based on quality measures,
PR(38), No. 5, May 2005, pp. 777-779.
WWW Version. 0501 BibRef
Earlier: A4, A1, A2, A3:
Multimodal biometric authentication using quality signals in mobile communications,
CIAP03(2-11).
IEEE Abstract. IEEE Top Reference. 0310 BibRef

Fierrez-Aguilar, J.[Julian], Garcia-Romero, D.[Daniel], Ortega-Garcia, J.[Javier], Gonzalez-Rodriguez, J.[Joaquin],
Bayesian adaptation for user-dependent multimodal biometric authentication,
PR(38), No. 8, August 2005, pp. 1317-1319.
WWW Version. 0505 BibRef

Fierrez-Aguilar, J.[Julian], Garcia-Romero, D.[Daniel], Ortega-Garcia, J.[Javier], Gonzalez-Rodriguez, J.[Joaquin],
Adapted user-dependent multimodal biometric authentication exploiting general information,
PRL(26), No. 16, December 2005, pp. 2628-2639.
WWW Version. 0512 BibRef

Fierrez-Aguilar, J., Ortega-Garcia, J., Garcia-Romero, D., Gonzalez-Rodriguez, J.,
A Comparative Evaluation of Fusion Strategies for Multimodal Biometric Verification,
AVBPA03(830-837).
HTML Version. 0310 BibRef

Rukhin, A.L.[Andrew L.], Malioutov, I.[Igor],
Fusion of biometric algorithms in the recognition problem,
PRL(26), No. 5, April 2005, pp. 679-684.
WWW Version. 0501 BibRef

Toh, K.A., Yau, W.Y.[Wei-Yun],
Fingerprint and speaker verification decisions fusion using a functional link network,
SMC-C(35), No. 3, August 2005, pp. 357-370.
WWW Version. 0508 BibRef

Veeramachaneni, K., Osadciw, L.A., Varshney, P.K.,
An adaptive multimodal biometric management algorithm,
SMC-C(35), No. 3, August 2005, pp. 344-356.
WWW Version. 0508 BibRef

Tsalakanidou, F.[Filareti], Malassiotis, S.[Sotiris], Strintzis, M.G.[Michael G.],
A 3D face and hand biometric system for robust user-friendly authentication,
PRL(28), No. 16, December 2007, pp. 2238-2249.
WWW Version. 0711Multimodal biometrics; 3D face; 3D hand geometry; Color images; Classifier fusion; Score normalization See also Face Localization and Authentication Using Color and Depth Images. BibRef

Bouchaffra, D.[Djamel], Amira, A.[Abbes],
Feature generation and machine learning for robust multimodal biometrics,
PR(41), No. 3, March 2008, pp. 775-777.
WWW Version. 0711Introduction to the issue. BibRef

Bouchaffra, D.[Djamel], Amira, A.[Abbes],
Structural hidden Markov models for biometrics: Fusion of face and fingerprint,
PR(41), No. 3, March 2008, pp. 852-867.
WWW Version. 0711Multimodal biometrics; Discrete wavelet transform; Ridgelet transform; Structural hidden Markov models; Support vector machines; Classifier combination BibRef

Maurer, D.E.[Donald E.], Baker, J.P.[John P.],
Fusing multimodal biometrics with quality estimates via a Bayesian belief network,
PR(41), No. 3, March 2008, pp. 821-832.
WWW Version. 0711Biometrics; Multimodal biometrics; Bayesian belief networks; Fingerprint match scores; Voice match scores; Information fusion BibRef

Alsaade, F., Ariyaeeinia, A.M., Malegaonkar, A.S., Pawlewski, M., Pillay, S.G.,
Enhancement of multimodal biometric segregation using unconstrained cohort normalisation,
PR(41), No. 3, March 2008, pp. 814-820.
WWW Version. 0711Multimodal biometrics; Score-level fusion; Unconstrained cohort normalisation; Biometric identification; Biometric verification BibRef

Zhang, T.H.[Tian-Hao], Li, X.L.[Xue-Long], Tao, D.C.[Da-Cheng], Yang, J.[Jie],
Multimodal biometrics using geometry preserving projections,
PR(41), No. 3, March 2008, pp. 805-813.
WWW Version. 0711Multimodal biometrics; Geometry preserving projections; Subspace selection BibRef

Theoharis, T.[Theoharis], Passalis, G.[Georgios], Toderici, G.[George], Kakadiaris, I.A.[Ioannis A.],
Unified 3D face and ear recognition using wavelets on geometry images,
PR(41), No. 3, March 2008, pp. 796-804.
WWW Version. 0711Face recognition; Ear recognition; Multimodal biometrics; Wavelets; Geometry images; Deformable models See also Three-Dimensional Face Recognition in the Presence of Facial Expressions: An Annotated Deformable Model Approach. BibRef

Passalis, G., Kakadiaris, I.A., Theoharis, T., Toderici, G., Papaioannou, T.,
Towards fast 3D ear recognition for real-life biometric applications,
AVSBS07(39-44).
WWW Version. 0709 BibRef

Patra, A.[Arpita], Das, S.[Sukhendu],
Enhancing decision combination of face and fingerprint by exploitation of individual classifier space: An approach to multi-modal biometry,
PR(41), No. 7, July 2008, pp. 2298-2308.
WWW Version. 0804Fusion; Scatter matrices; Response vector; LDA; Decision profile BibRef


Roli, F.[Fabio], Didaci, L.[Luca], Marcialis, G.L.[Gian Luca],
Template Co-update in Multimodal Biometric Systems,
ICB07(1194-1202).
WWW Version. 0708 BibRef

Singh, Y.N., Gupta, P.,
Quantitative Evaluation of Normalization Techniques of Matching Scores in Multimodal Biometric Systems,
ICB07(574-583).
WWW Version. 0708 BibRef

Toh, K.A.[Kar-Ann],
Error-Rate Based Biometrics Fusion,
ICB07(191-200).
WWW Version. 0708 BibRef

Abate, A.F.[Andrea F.], Nappi, M.[Michele], Riccio, D.[Daniel], De Marsico, M.[Maria],
Face, Ear and Fingerprint: Designing Multibiometric Architectures,
CIAP07(437-442).
WWW Version. 0709 BibRef

Marcialis, G.L.[Gian Luca], Roli, F.[Fabio],
Score-level fusion of fingerprint and face matchers for personal verification under 'stress' conditions,
CIAP07(259-264).
WWW Version. 0709 BibRef

Tronci, R.[Roberto], Giacinto, G.[Giorgio], Roli, F.[Fabio],
Dynamic Score Selection for Fusion of Multiple Biometric Matchers,
CIAP07(15-22).
WWW Version. 0709 BibRef
Earlier: A2, A3, A1:
Score Selection Techniques for Fingerprint Multi-modal Biometric Authentication,
CIAP05(1018-1025).
WWW Version. 0509 BibRef

Stallkamp, J.[Johannes], Ekenel, H.K.[Hazim K.], Stiefelhagen, R.[Rainer],
Video-based Face Recognition on Real-World Data,
ICCV07(1-8).
WWW Version. 0710 BibRef

Ekenel, H.K.[Hazim Kemal], Fischer, M.[Mika], Jin, Q.[Qin], Stiefelhagen, R.[Rainer],
Multi-modal Person Identification in a Smart Environment,
Biometrics07(1-8).
WWW Version. 0706 BibRef

Sutcu, Y.[Yagiz], Li, Q.M.[Qi-Ming], Memon, N.[Nasir],
Secure Biometric Templates from Fingerprint-Face Features,
Biometrics07(1-6).
WWW Version. 0706 BibRef

Shu, C.[Chang], Ding, X.Q.[Xiao-Qing],
Multi-Biometrics Fusion for Identity Verification,
ICPR06(IV: 493-496).
WWW Version. 0609 BibRef

Chen, C.H.[Ching-Han], Chu, C.T.[Chia Te],
Fusion of Face and Iris Features for Multimodal Biometrics,
ICB06(571-580).
WWW Version. 0601 BibRef

Park, C.[Changhan], Paik, J.K.[Joon-Ki], Choi, T.[Taewoong], Kim, S.[Soonhyob], Kim, Y.[Youngouk], Namkung, J.[Jaechan],
Multi-Modal Human Verification Using Face and Speech,
CVS06(54).
WWW Version. 0602 BibRef

Sun, D.M.[Dong-Mei], Li, Q.[Qiang], Liu, T.[Tong], He, B.[Bing], Qiu, Z.[Zhengding],
A Secure Multimodal Biometric Verification Scheme,
IWBRS05(233).
WWW Version. 0601 BibRef

Ma, Y.[Yan], Cukic, B.[Bojan], Singh, H.[Harshinder],
A Classification Approach to Multi-biometric Score Fusion,
AVBPA05(484).
WWW Version. 0509 BibRef

Son, B.J.[Byung-Jun], Lee, Y.B.[Yill-Byung],
Biometric Authentication System Using Reduced Joint Feature Vector of Iris and Face,
AVBPA05(513).
WWW Version. 0509 BibRef

Moon, H.J.[Hyeon-Joon],
Biometrics Person Authentication Using Projection-Based Face Recognition System in Verification Scenario,
ICBA04(207-213).
WWW Version. 0505 BibRef

Marcel, S.[Sébastien], Rodriguez, Y.[Yann],
Biometric Face Authentication Using Pixel-Based Weak Classifiers,
BioAW04(24-31).
WWW Version. 0505 BibRef

Jain, A.K.[Anil K.], Nandakumar, K.[Karthik], Lu, X.G.[Xiao-Guang], Park, U.S.[Un-Sang],
Integrating Faces, Fingerprints, and Soft Biometric Traits for User Recognition,
BioAW04(259-269).
WWW Version. 0505 BibRef

Maghooli, K., Moin, M.S.,
A New Approach on Multimodal Biometrics Based on Combining Neural Networks Using AdaBoost,
BioAW04(332-341).
WWW Version. 0505 BibRef

Feng, G.[Guiyu], Dong, K.[Kaifeng], Hu, D.[Dewen], Zhang, D.[David],
When Faces Are Combined with Palmprints: A Novel Biometric Fusion Strategy,
ICBA04(701-707).
WWW Version. 0505 BibRef

Dimitriadis, C.K.[Christos K.], Polemi, D.[Despina],
Application of Multi-criteria Analysis for the Creation of a Risk Assessment Knowledgebase for Biometric Systems,
ICBA04(724-730).
WWW Version. 0505 BibRef

Toh, K.A.[Kar-Ann], Jiang, X.D.[Xu-Dong], Yau, W.Y.[Wei-Yun],
A Hyperbolic Function Model for Multiple Biometrics Decision Fusion,
ICBA04(655-662).
WWW Version. 0505 BibRef

Wang, Y.[Yuan], Wang, Y.H.[Yun-Hong], Tan, T.N.[Tie-Niu],
Combining Fingerprint and Voiceprint Biometrics for Identity Verification: an Experimental Comparison,
ICBA04(663-670).
WWW Version. 0505 BibRef

Toh, K.A.[Kar-Ann], Yau, W.Y.[Wei-Yun], Lim, E.[Eyung], Chen, L.[Lawrence], Ng, C.H.[Chin-Hon],
Fusion of Auxiliary Information for Multi-modal Biometrics Authentication,
ICBA04(678-685).
WWW Version. 0505 BibRef

Sanderson, C.[Conrad],
Automatic Person Verification Using Speech and Face Information,
Ph.D.Thesis, Griffith University, Australia, 2003. keyword = face recognition, speaker recognition, feature extraction
HTML Version.
PDF Version. BibRef 0300

Sanderson, C.[Conrad],
Face Processing and Frontal Face Verification,
Technical ReportIDIAP 03-20, Martigny, Switzerland, 2003.
PDF Version. BibRef 0300

Sanderson, C., and Paliwal, K.K.,
Information Fusion and Person Verification Using Speech and Face Information,
Technical ReportIDIAP 02-33, Martigny, Switzerland, 2002. multi-modal, noise resistance, adaptation
PDF Version. BibRef 0200

Sanderson, C., Faliwal, K.K.,
Polynomial features for robust face authentication,
ICIP02(III: 997-1000).
IEEE Abstract. IEEE Top Reference. 0210 BibRef

Cardinaux, F., Sanderson, C., Bengio, S.,
Face verification using adapted generative models,
AFGR04(825-830).
IEEE Abstract. IEEE Top Reference. 0411 See also Measuring the performance of face localization systems. BibRef

Cardinaux, F.[Fabien], Sanderson, C.[Conrad], Marcel, S.[Sébastien],
Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS,
AVBPA03(911-920).
HTML Version. 0310 BibRef
Earlier: Technical ReportIDIAP 03-10, Martigny, Switzerland, 2003. Gaussian Mixture Model classifier, Multi Layer Perceptron classifier
PDF Version. BibRef

Garcia-Salicetti, S.[Sonia], Mellakh, M.A.[Mohamed Anouar], Allano, L.[Lorène], Dorizzi, B.[Bernadette],
A Generic Protocol for Multibiometric Systems Evaluation on Virtual and Real Subjects,
AVBPA05(494).
WWW Version. 0509 BibRef

Garcia-Salicetti, S.[Sonia], Beumier, C.[Charles], Chollet, G.[Gérard], Dorizzi, B.[Bernadette], les Jardins, J.L.[Jean Leroux], Lunter, J.[Jan], Ni, Y.[Yang], Petrovska-Delacrétaz, D.[Dijana],
BIOMET: A Multimodal Person Authentication Database Including Face, Voice, Fingerprint, Hand and Signature Modalities,
AVBPA03(845-853).
HTML Version. 0310 BibRef

Beumier, C., Acheroy, M.,
SIC DB: multi-modal database for person authentication,
CIAP99(704-708).
WWW Version. 9909 BibRef

Toh, K.A.[Kar-Ann],
Fingerprint and speaker verification decisions fusion,
CIAP03(626-631).
IEEE Abstract. IEEE Top Reference. 0310 BibRef

Clarkson, B.P.[Brian P.], Mase, K.[Kenji], and Pentland, A.P.[Alex P.],
Recognizing User's Context from Wearable Sensors: Baseline System,
Vismod--519, March 2000.
HTML Version. BibRef 0003

Choudury, T., Clarkson, B.P., Jebara, T., Pentland, A.P.,
Multimodal Person Recognition Using Unconstrained Audio and Video,
AVBPA99(xx-yy). BibRef 9900
And: Vismod--472, August 1998.
Postscript Version. BibRef

Abdeljaoued, Y.,
Fusion of Person Authentication Probabilities by Bayesian Statistics,
AVBPA99(xx-yy). BibRef 9900

Foltyniewicz, R.[Rafal], Sitnik, M.[Maciej],
Verification of Persons via Face and Signature Analysis,
ICIP96(III: 495-498).
WWW Version. BibRef 9600

Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Biometrics, Iris Recognition Systems .


Last update:Jun 25, 2008 at 13:37:57