- -

On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation

RiuNet: Institutional repository of the Polithecnic University of Valencia

Share/Send to

Cited by

Statistics

On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation

Show simple item record

Files in this item

dc.contributor.author Marcel, Sebastien es_ES
dc.contributor.author McCool, Chris es_ES
dc.contributor.author Matejka, Pavel es_ES
dc.contributor.author Ahonen, Timo es_ES
dc.contributor.author Cernocky, Jan es_ES
dc.contributor.author Chakraborty, Shayok es_ES
dc.contributor.author Balasubramanian, Vineeth es_ES
dc.contributor.author Panchanathan, Sethuraman es_ES
dc.contributor.author Chan, Chi Ho es_ES
dc.contributor.author Kittler, Josef es_ES
dc.contributor.author Poh, Norman es_ES
dc.contributor.author Fauve, Benoit es_ES
dc.contributor.author Glembek, Ondrej es_ES
dc.contributor.author Plchot, Oldrich es_ES
dc.contributor.author Jancik, Zdenek es_ES
dc.contributor.author Larcher, Anthony es_ES
dc.contributor.author Albiol Colomer, Antonio José es_ES
dc.contributor.author Monzó Cuenca, José David
dc.date.accessioned 2014-10-22T07:44:15Z
dc.date.available 2014-10-22T07:44:15Z
dc.date.issued 2010
dc.identifier.isbn 978-3-642-17710-1
dc.identifier.issn 0302-9743
dc.identifier.uri http://hdl.handle.net/10251/43469
dc.description The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-642-17711-8_22. es_ES
dc.description.abstract This paper evaluates the performance of face and speaker verification techniques in the context of a mobile environment. The mobile environment was chosen as it provides a realistic and challenging test-bed for biometric person verification techniques to operate. For instance the audio environment is quite noisy and there is limited control over the illumination conditions and the pose of the subject for the video. To conduct this evaluation, a part of a database captured during the “Mobile Biometry” (MOBIO) European Project was used. In total there were nine participants to the evaluation who submitted a face verification system and five participants who submitted speaker verification systems. The results have shown that the best performing face and speaker verification systems obtained the same level of performance, respectively 10.9% and 10.6% of HTER. es_ES
dc.description.sponsorship This work has been performed by the MOBIO project 7th Framework Research Programme of the European Union (EU), grant agreement number: 214324. The authors would like to thank the EU for the financial support and the partners within the consortium for a fruitful collaboration. For more information about the MOBIO consortium please visit http://www.mobioproject.org. NICTA is funded by the Australian Government as represented by the Department of Broadband, Communications and the Digital Economy as well as the Australian Research Council through the ICT Centre of Excellence program. es_ES
dc.language Inglés es_ES
dc.publisher Springer Verlag (Germany) es_ES
dc.relation.ispartof Recognizing Patterns in Signals, Speech, Images and Videos: ICPR 2010 Contests, Istanbul, Turkey, August 23-26, 2010, Contest Reports es_ES
dc.relation.ispartofseries Lecture Notes in Computer Science;6388
dc.rights Reserva de todos los derechos es_ES
dc.subject Mobile es_ES
dc.subject Biometric es_ES
dc.subject Face recognition es_ES
dc.subject Speaker recognition es_ES
dc.subject Evaluation es_ES
dc.subject.classification LENGUAJES Y SISTEMAS INFORMATICOS es_ES
dc.title On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation es_ES
dc.type Capítulo de libro es_ES
dc.identifier.doi 10.1007/978-3-642-17711-8_22
dc.relation.projectID info:eu-repo/grantAgreement/EC/FP7/214324/EU en_EN
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació es_ES
dc.contributor.affiliation Universitat Politècnica de València. Instituto Universitario de Telecomunicación y Aplicaciones Multimedia - Institut Universitari de Telecomunicacions i Aplicacions Multimèdia es_ES
dc.contributor.affiliation Universitat Politècnica de València. Instituto Universitario Mixto Tecnológico de Informática - Institut Universitari Mixt Tecnològic d'Informàtica es_ES
dc.description.bibliographicCitation Marcel, S.; Mccool, C.; Matejka, P.; Ahonen, T.; Cernocky, J.; Chakraborty, S.; Balasubramanian, V.... (2010). On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation. En Recognizing Patterns in Signals, Speech, Images and Videos: ICPR 2010 Contests, Istanbul, Turkey, August 23-26, 2010, Contest Reports. Springer Verlag (Germany). 210-225. doi:10.1007/978-3-642-17711-8_22 es_ES
dc.description.accrualMethod Senia es_ES
dc.relation.publisherversion http://link.springer.com/chapter/10.1007/978-3-642-17711-8_22 es_ES
dc.description.upvformatpinicio 210 es_ES
dc.description.upvformatpfin 225 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.relation.senia 39128
dc.contributor.funder European Commission es_ES
dc.contributor.funder Australian Government es_ES
dc.contributor.funder Australian Research Council es_ES
dc.relation.references Visidon ltd., http://www.visidon.fi es_ES
dc.relation.references 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) es_ES
dc.relation.references Albiol, A., Monzo, D., Martin, A., Sastre, J., Albiol, A.: Face recognition using hog-ebgm. Pattern Recognition Letters 29(10), 1537–1543 (2008) es_ES
dc.relation.references Bengio, S., Mariéthoz, J., Keller, M.: The Expected Performance Curve. In: Intl Conf. On Machine Learning, ICML (2005) es_ES
dc.relation.references Bledsoe, W.W.: The model method in facial recognition. Tech. rep., Panoramic Research Inc (1966) es_ES
dc.relation.references Campbell, J.P.: Speaker recognition: A tutorial. In: Proceedings of the IEEE 85(9) (September 1997) es_ES
dc.relation.references 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) es_ES
dc.relation.references Campbell, W., Sturim, D., Reynolds, D.: Support vector machines using gmm supervectors for speaker verification. IEEE Signal Processing Letters 13(5), 308–311 (2006) es_ES
dc.relation.references 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) es_ES
dc.relation.references 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) es_ES
dc.relation.references 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) es_ES
dc.relation.references 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) es_ES
dc.relation.references 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) es_ES
dc.relation.references Das, A.: Audio visual person authentication by multiple nearest neighbor classifiers. In: SpringerLink (2007) es_ES
dc.relation.references 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) es_ES
dc.relation.references Ekenel, H., Fischer, M., Jin, Q., Stiefelhagen, R.: Multi-modal person identification in a smart environment. In: IEEE CVPR (2007) es_ES
dc.relation.references 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) es_ES
dc.relation.references Hadid, A., Pietikäinen, M.: Manifold learning for video-to-video face recognition. In: COST 2101/2102 Conference, pp. 9–16 (2009) es_ES
dc.relation.references 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) es_ES
dc.relation.references 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) es_ES
dc.relation.references 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) es_ES
dc.relation.references 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) es_ES
dc.relation.references 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) es_ES
dc.relation.references 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) es_ES
dc.relation.references 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) es_ES
dc.relation.references Neurotechnologija: Verilook SDK, neurotechnologija Biometrical and Artificial Intelligence Technologies, http://www.neurotechnologija.com es_ES
dc.relation.references 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) es_ES
dc.relation.references 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) es_ES
dc.relation.references 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) es_ES
dc.relation.references Rodriguez, Y.: Face Detection and Verification using Local Binary Patterns. Ph.D. thesis, EPFL (2006) es_ES
dc.relation.references 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) es_ES
dc.relation.references 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) es_ES
dc.relation.references 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) es_ES
dc.relation.references 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) es_ES
dc.relation.references Tistarelli, M., Bicego, M., Grosso, E.: Dynamic face recognition: From human to machine vision. Image and Vision Computing 27(3), 222–232 (2009) es_ES
dc.relation.references 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) es_ES
dc.relation.references 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 CVPR Workshops 2008, pp. 1–6 (June 2008) es_ES
dc.relation.references 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) es_ES
dc.relation.references 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) es_ES
dc.relation.references Zhao, W., Chellappa, R., Phillips, P.J., Rosenfeld, A.: Face recognition: A literature survey. ACM Computing Surveys 35(4), 399–458 (2003) es_ES


This item appears in the following Collection(s)

Show simple item record