The 2013 face recognition evaluation in mobile environment

Proceedings - 2013 International Conference on Biometrics, ICB 2013

Volumn , Issue , 2013, Pages

  Gunther, M ^a   Costa Pazo, A ^b   Ding, C ^c   Boutellaa, E ^d   Chiachia, G ^e   Zhang, H ^f   De Assis Angeloni, M ^g   Struc, V ^h   Khoury, E ^a   Vazquez Fernandez, E ^b   Tao, D ^c   Bengherabi, M ^d   Cox, D ^j   Kiranyaz, S ^f   De Freitas Pereira, T ^g   Zganec Gros, J ⁱ   Argones Rua, E ^b   Pinto, N ^j   Gabbouj, M ^f   Simoes, F ^g   Dobrisek, S ^h   Gonzalez Jimenez, D ^b   Rocha, A ^e   Neto, M Uliani ^g   Pavesic, N ^h   Falcao, A ^e   Violato, R ^g   Marcel, S ^a   more..

^a IDIAP RESEARCH INSTITUTE   (Switzerland)

^b Galician Research Development Center in Advanced Telecommunications   (Spain)

^c UNIVERSITY OF TECHNOLOGY SYDNEY   (Australia)

^d CENTRE DE DÉVELOPPEMENT DES TECHNOLOGIES AVANCÉES   (Algeria)

^e UNIVERSITY OF CAMPINAS   (Brazil)

^f TAMPERE UNIVERSITY OF TECHNOLOGY   (Finland)

^g CPqD ^*  (Brazil)

^h UNIVERSITY OF LJUBLJANA   (Slovenia)

ⁱ ALPINEON D O O   (Slovenia)

^j HARVARD UNIVERSITY   (United States)

more..

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BIOMETRICS; MOBILE DEVICES; NEURAL NETWORKS;

AUTOMATIC FACE RECOGNITION; COLOR INFORMATION; CONVOLUTIONAL NEURAL NETWORK; FACE RECOGNITION ALGORITHMS; IMAGE REPRESENTATIONS; LOCAL BINARY PATTERNS; MOBILE ENVIRONMENTS; UNCONSTRAINED ENVIRONMENTS;

FACE RECOGNITION;

EID: 84887434072     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICB.2013.6613024     Document Type: Conference Paper

References (23)

1. L. Sirovich and M. Kirby. Low-dimensional procedure for the characterization of human faces. Journal of the Optical Society of America A, 4(3), 1987.
2. P. J. Phillips, P. J. Flynn, T. Scruggs, K. W. Bowyer, and W. Worek. Preliminary face recognition grand challenge results. In Proceedings of FG 2006, 2006.
3. A. J. O'Toole, P. J. Phillips, F. Jiang, J. Ayyad, N. Penard, and H. Abdi. Face recognition algorithms surpass humans matching faces over changes in illumination. Transactions on PAMI, 29, 2007.
4. E. Khoury et al. The 2013 speaker recognition evaluation in mobile environment, 2013. accepted at: ICB 2013.
5. S. Marcel et al. On the results of the first mobile biometry (MOBIO) face and speaker verification evaluation. In Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos, ICPR, 2010.
6. C. McCool et al. Bi-modal person recognition on a mobile phone: using mobile phone data. In IEEE ICME Workshop on Hot Topics in Mobile Multimedia, 2012.
7. W. Zhao, R. Chellappa, and A. Krishnaswamy. Discriminant analysis of principal components for face recognition. In FG. IEEE Computer Society, 1998.
8. A. Anjos, L. El Shafey, R. Wallace, M. Günther, C. McCool, and S. Marcel. Bob: A free signal processing and machine learning toolbox for researchers. In Proceedings of ACMMM, 2012.
9. X. Tan and B. Triggs. Enhanced local texture feature sets for face recognition under difficult lighting conditions. Transactions on Image Processing, 19(6), 2010.
10. T. Ahonen, A. Hadid, and M. Pietikainen. Face recognition with local binary patterns. In European Conference on Computer Vision. Proc. Workshop Dynamical Vision, 2004.
11. D. D. Cox and N. Pinto. Beyond simple features: A large-scale feature search approach to unconstrained face recognition. In FG, 2011.
12. W. Zhang, S. Shan, W. Gao, X. Chen, and H. Zhang. Local Gabor binary pattern histogram sequence (LGBPHS): A novel non-statistical model for face representation and recognition. ICCV, 1, 2005.
13. L. Wiskott, J.-M. Fellous, N. Krüger, and C. V. D. Malsburg. Face recognition by elastic bunch graph matching. Transactions on PAMI, 19, 1997.
14. R. Rosipal and N. Krämer. Overview and recent advances in partial least squares. In Subspace, Latent Structure and Feature Selection, number 3940 in Lecture Notes in Computer Science. Springer, 2006.
15. G. Heusch, Y. Rodriguez, and S. Marcel. Local binary patterns as an image preprocessing for face authentication. In Proceedings of FG, 2006.
16. M. Günther, D. Haufe, and R. P. Würtz. Face recognition with disparity corrected Gabor phase differences. In ICANN, volume 7552. Springer Berlin, 2012.
17. T. Ahonen, E. Rahtu, V. Ojansivu, and J. Heikkil. Recognition of blurred faces using local phase quantization. In ICPR, 2008.
18. N. Vu and A. Caplier. Face recognition with patterns of oriented edge magnitudes. In Proceedings of ECCV: Part I. Springer, 2010.
19. E. Argones-Rúa, J. L. Alba-Castro, and C. Garćia-Mateo. Qualitybased score normalization and frame selection for video-based person authentication. In BIOID, 2008.
20. N. Vu and A. Caplier. Illumination-robust face recognition using retina modeling. In Proceedings of ICIP. IEEE Press, 2009.
21. J. Trefny and J. Matas. Extended set of local binary patterns for rapid object detection. In Proceedings of CVWW, 2010.
22. C. Chan, J. Kittler, and K. Messer. Multispectral local binary pattern histogram for component-based color face verification. In Proceedings of BTAS. IEEE, 2007.
23. N. Poh, J. Kittler, and F. M. Alkoot. A discriminative parametric approach to video-based score-level fusion for biometric authentication. In Proceedings of ICPR, 2012.