On the results of the first mobile biometry (MOBIO) face and speaker verification evaluation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6388 LNCS, Issue , 2010, Pages 210-225

  Marcel, Sébastien ^a   McCool, Chris ^a   Matějka, Pavel ^c   Ahonen, Timo ^b   Černocký, Jan ^c   Chakraborty, Shayok ^d   Balasubramanian, Vineeth ^d   Panchanathan, Sethuraman ^d   Chan, Chi Ho ^e   Kittler, Josef ^e   Poh, Norman ^e   Fauve, Benoît ^f   Glembek, Ondřej ^c   Plchot, Oldřich ^c   Jančík, Zdeněk ^c   Larcher, Anthony ^g   Lévy, Christophe ^g   Matrouf, Driss ^g   Bonastre, Jean François ^g   Lee, Ping Han ^h   Hung, Jui Yu ^h   Wu, Si Wei ^h   Hung, Yi Ping ^h   Machlica, Lukáš ⁱ   Mason, John ^j   Mau, Sandra ^k   Sanderson, Conrad ^k   Monzo, David ^l   Albiol, Antonio ^l   Nguyen, Hieu V ^m   Bai, Li ^m   Wang, Yan ^m   Niskanen, Matti ⁿ   Turtinen, Markus ⁿ   Nolazco Flores, Juan Arturo ^o   Garcia Perera, Leibny Paola ^o   Aceves Lopez, Roberto ^o   Villegas, Mauricio ^p   Paredes, Roberto ^p   more..

^a IDIAP RESEARCH INSTITUTE   (Switzerland)

^b UNIVERSITY OF OULU   (Finland)

^c BRNO UNIVERSITY OF TECHNOLOGY   (Czech Republic)

^d ARIZONA STATE UNIVERSITY   (United States)

^e UNIVERSITY OF SURREY   (United Kingdom)

^f VALIDSOFT LTD   (United Kingdom)

^g UNIVERSITY OF AVIGNON   (France)

^h NATIONAL TAIWAN UNIVERSITY   (Taiwan)

ⁱ UNIVERSITY OF WEST BOHEMIA   (Czech Republic)

^j SWANSEA UNIVERSITY   (United Kingdom)

^k CSIRO   (Australia)

^l UNIVERSITAT POLITÈCNICA DE VALÈNCIA   (Spain)

^m UNIVERSITY OF NOTTINGHAM   (United Kingdom)

ⁿ Visidon Ltd   (Finland)

^o SCHOOL OF ENGINEERING AND SCIENCES   (Mexico)

^p INSTITUTO TECNOLÓGICO DE INFORMÁTICA   (Spain)

more..

Author keywords

biometric; evaluation; face recognition; mobile; speaker recognition

Indexed keywords

EUROPEAN PROJECT; EVALUATION; FACE VERIFICATION SYSTEMS; ILLUMINATION CONDITIONS; MOBILE; MOBILE ENVIRONMENTS; PERSON VERIFICATION; SPEAKER RECOGNITION; SPEAKER VERIFICATION; SPEAKER VERIFICATION SYSTEM;

BIOMETRICS; FACE RECOGNITION; SIGNAL PROCESSING; PATTERN RECOGNITION;

SPEECH RECOGNITION;

EID: 78650827060     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-17711-8_22     Document Type: Conference Paper

References (40)

1. Visidon ltd., http://www.visidon.fi
2. Ahonen, T., Hadid, A., Pietikainen, M.: Face Recognition with Local Binary Patterns. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, vol. 3021, pp. 469-481. Springer, Heidelberg (2004)
3. Albiol, A., Monzo, D., Martin, A., Sastre, J., Albiol, A.: Face recognition using hog-ebgm. Pattern Recognition Letters 29(10), 1537-1543 (2008)
4. Bengio, S., Mariéthoz, J., Keller, M.: The Expected Performance Curve. In: Intl Conf. On Machine Learning, ICML (2005)
5. Bledsoe, W.W.: The model method in facial recognition. Tech. rep., Panoramic Research Inc (1966)
6. Campbell, J.P.: Speaker recognition: A tutorial. In: Proceedings of the IEEE 85(9) (September 1997)
7. Campbell, W.: Generalized linear discriminant sequence kernels for speaker recognition. In: IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2002, vol. 1, pp. I-161-I-164 (2002)
8. Campbell, W., Sturim, D., Reynolds, D.: Support vector machines using gmm supervectors for speaker verification. IEEE Signal Processing Letters 13(5), 308-311 (2006)
9. Campbell, W., Sturim, D., Reynolds, D., Solomonoff, A.: Svm based speaker verification using a gmm supervector kernel and nap variability compensation. In: Acoustics, Speech and Signal Processing ICASSP 2006 Proceedings, vol. 1, pp. I-I (2006)
10. Cardinaux, F., Sanderson, C., Marcel, S.: Comparison of mlp and gmm classifiers for face verification on xm2vts. In: International Conference on Audio- and Video-based Biometric Person Authentication, pp. 1058-1059 (2003)
11. Chan, C., Kittler, J., Poh, N., Ahonen, T., Pietikäinen, M.: (multiscale) local phase quantization histogram discriminant analysis with score normalisation for robust face recognition. In: VOEC, pp. 633-640 (2009)
12. Chan, C.H., Kittler, J.,Messer, K.:Multi-scale local binary pattern histograms for face recognition. In: Lee, S.-W., Li, S.Z. (eds.) ICB 2007. LNCS, vol. 4642, pp. 809-818. Springer, Heidelberg (2007)
13. Comaniciu, D., Ramesh, V., Meer, P.: Real-time tracking of non-rigid objects using mean shift. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2000), pp. 142-149 (2000)
14. Das, A.: Audio visual person authentication by multiple nearest neighbor classifiers. In: SpringerLink (2007)
15. Dehak, N.., Dehak, R.., Kenny, P., Brümmer, N., Ouellet, P., Dumouchel, P.:.Support vector machines versus fast scoring in the low-dimensional total variability space for speaker verification. In: Proc. International Conferences on Spoken Language Processing (ICSLP). pp. 1559-1562 (September 2009)
16. Ekenel, H., Fischer,M., Jin, Q., Stiefelhagen, R.:Multi-modal person identification in a smart environment. In: IEEE CVPR (2007)
17. Fauve, B., Bredin, H., Karam, W., Verdet, F., Mayoue, A., Chollet, G., Hennebert, J., Lewis, R.,Mason, J.,Mokbel, C., Petrovska, D.: Some results from the biosecure talking face evaluation campaign. In: Proceedings of International Conference on Acoustics Speech and Signal Processing, ICASSP (2008)
18. Hadid, A., Pietikäinen, M.: Manifold learning for video-to-video face recognition. In: COST 2101/2102 Conference, pp. 9-16 (2009)
19. Hieu, N., Bai, L., Shen, L.: Local gabor binary pattern whitened pca: A novel approach for face recognition from single image per person. In: Proceedings of The 3rd IAPR/IEEE International Conference on Biometrics 2009 (2009)
20. Kenny, P., Ouellet, P., Dehak, N., Gupta, V., Dumouchel, P.: A study of inter-speaker variability in speaker verification. In: IEEE Transactions on Audio, Speech and Language Processing (July 2008)
21. Lee, P.H., Hsu, G.S., Hung, Y.P.: Face verification and identification using facial trait code. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 1613-1620 (2009)
22. Lienhart, R., Kuranov, A., Pisarevsky, V.: Empirical analysis of detection cascades of boosted classifiers for rapid object detection. In: Michaelis, B., Krell, G. (eds.) DAGM 2003. LNCS, vol. 2781, pp. 297-304. Springer, Heidelberg (2003) (Pubitemid 137630951)
23. Liu, C.: Capitalize on dimensionality increasing techniques for improving face recognition grand challenge performance. IEEE Transactions on Pattern Analysis and Machine Intelligence 28, 725-737 (2006)
24. Marcel, S., McCool, C., Matějka, P., Ahonen, T., Černocký, J., Chakraborty, S., Balasubramanian, V., Panchanathan, S., Chan, C.H., Kittler, J., Poh, N., Fauve, B., Glembek, O., Plchot, O., Jančík, Z., Larcher, A., Lévy, C., Matrouf, D., Bonastre, J.F., Lee, P.H., Hung, J.Y., Wu, S.W., Hung, Y.P., Machlica, L., Mason, J., Mau, S., Sanderson, C., Monzo, D., Albiol, A., Albiol, A., Nguyen, H., Li, B.,Wang, Y., Niskanen, M., Turtinen, M., Nolazco-Flores, J.A., Garcia-Perera, L.P., Aceves-Lopez, R., Villegas, M., Paredes, R.: Mobile biometry (MOBIO) face and speaker verification evaluation. Idiap-RR Idiap-RR-09-2010. Idiap Research Institute (May 2010)
25. Messer, K., Kittler, J., Sadeghi, M., Hamouz, M., Kostin, A., Cardinaux, F., Marcel, S., Bengio, S., Sanderson, C., Poh, N., Rodriguez, Y., Czyz, J., Vandendorpe, L., McCool, C., Lowther, S., Sridharan, S., Chandran, V., Palacios, R.P., Vidal, E., Bai, L., Shen, L.,Wang, Y., Yueh-Hsuan, C., Hsien-Chang, L., Yi-Ping, H., Heinrichs, A., Muller, M., Tewes, A., von der Malsburg, C., Wurtz, R., Wang, Z., Xue, F., Ma, Y., Yang, Q., Fang, C., Ding, X., Lucey, S., Goss, R., Schneiderman, H.: Face authentication test on the banca database. In: Proceedings of the 17th International Conference on Pattern Recognition, vol. 4, pp. 523-532 (2004)
26. Neurotechnologija: Verilook SDK, neurotechnologija Biometrical and Artificial Intelligence Technologies, http://www.neurotechnologija.com
27. Phillips, J., Flynn, P., Scruggs, T., Bowyer, K., Chang, J., Hoffman, K., Marques, J., Min, J., Worek, W.: Overview of the face recognition grand challenge. In: IEEE Conference of Computer Vision and Pattern Recognition, vol. 1, pp. 947-954 (2005)
28. Phillips, J.P., Moon, H., Rizv, S., Rauss, P.J.: The FERET evaluation methodology for face-recognition algorithms. IEEE Transactions on Pattern Analysis and Machine Intelligence 22(10), 1090-1104 (2000)
29. Reynolds, D.A., Quatieri, T.F., Dunn, R.B.: Speaker verification using adapted gaussian mixture models. Digital Signal Processing 10(1-3), 19-41 (2000)
30. Rodriguez, Y.: Face Detection and Verification using Local Binary Patterns. Ph.D. thesis, EPFL (2006)
31. Sanderson, C., Lovell, B.C.: Multi-region probabilistic histograms for robust and scalable identity inference. In: Tistarelli, M., Nixon, M.S. (eds.) ICB 2009. LNCS, vol. 5558, pp. 199-208. Springer, Heidelberg (2009)
32. Shriberg, E., Ferrer, L., Kajarekar, S.: Svm modeling of snerf-grams for speaker recognition. In: International Conference on Spoken Language Processing (ICSLP), Jeju Island, Korea (October 2004)
33. Stolcke, A., Ferrer, L., Kajarekar, S., Shriberg, E., Venkataraman, A.: MLLR transforms as features in speaker recognition. In: International Conference on Spoken Language Processing (ICSLP), Lisbon, Portugal, pp. 2425-2428 (September 2005)
34. Tan, X., Chen, S., Zhou, Z.H., Zhang, F.: Face recognition from a single image per person: A survey. Pattern Recognition 39(9), 1725-1745 (2006)
35. Tistarelli, M., Bicego, M., Grosso, E.: Dynamic face recognition: From human to machine vision. Image and Vision Computing 27(3), 222-232 (2009)
36. Villegas, M., Paredes, R.: Simultaneous learning of a discriminative projection and prototypes for nearest-neighbor classification. In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2008, pp. 1-8 (2008)
37. Villegas, M., Paredes, R., Juan, A., Vidal, E.: Face verification on color images using local features. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition CVPRWorkshops 2008, pp. 1-6 (June 2008)
38. Wolf, L., Hassner, T., Taigman, Y.: Descriptor based methods in the wild. In: Real-Life Images workshop at the European Conference on Computer Vision, (ECCV) (October 2008)
39. Zhang, W., Shan, S., Gao, W., Chen, X., Zhang, H.: Local Gabor Binary Pattern Histogram Sequence (LGBPHS): A Novel Non-Statistical Model for Face Representation and Recognition. In: Proc. ICCV, pp. 786-791 (2005)
40. Zhao, W., Chellappa, R., Phillips, P.J., Rosenfeld, A.: Face recognition: A literature survey. ACM Computing Surveys 35(4), 399-458 (2003)