Temporal Analysis Of Adaptive Face Recognition

[1] Zahid Akhtar, Security of Multimodal Biometric Systems against Spoof Attacks, PhD thesis, University of Cagliari, Italy, 2012.10.1007/978-3-642-22714-1_62Search in Google Scholar

[2] N. Poh, J. Kittler and A. Rattani, and M. Tistarelli, Group-specific score normalization for biometric systems, Proc. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 38-45, 2010.10.1109/CVPRW.2010.5543235Search in Google Scholar

[3] Z. Akhtar, S. Kale and N. Alfarid, Spoof Attacks on Multimodal Biometric Systems, Proc. Int'l Conference on Information and Network Technology (ICINT), pp. 46-51, 2011.Search in Google Scholar

[4] Z. Akhtar, C. Micheloni, C. Piciarelli, G. L. Foresti, MoBio LivDet: Mobile Biometric Liveness Detection, IEEE Int'l Conf. on Advanced Video and Signal Based Surveillance (AVSS), pp. 187-192, 2014.10.1109/AVSS.2014.6918666Search in Google Scholar

[5] Z. Akhtar and N. Alfarid, Secure Learning Algorithm for Multimodal Biometric Systems against Spoof Attacks, Proc. Int'l Conference on Information and Network Technology (ICINT), pp. 52-57, 2011.Search in Google Scholar

[6] Z. Akhtar, C. Micheloni and G. L. Foresti, Biometric Liveness Detection: Challenges and Open Research Opportunities, IEEE Security & Privacy, 2015.10.1109/MSP.2015.116Search in Google Scholar

[7] FRVT 2013, http://www.nist.gov/itl/iad/ig/frvt-2013.cfm/Search in Google Scholar

[8] A. Tsymbal, The problem of concept drift: Definitions and related work, Department of Computer Science, Trinity College, Ireland, 2004.Search in Google Scholar

[9] Z. Akhtar, A. Rattani, A. Hadid and M. Tistarelli, Face Recognition under Ageing Effect: A Comparative Analysis, Proc. Int'l Conf. on Image Analysis and Processing (ICIAP), pp. 309-318, 2013.10.1007/978-3-642-41184-7_32Search in Google Scholar

[10] P. J. Flynn, K. W. Bowyer and P. J. Phillips, Assessment of time dependency in face recognition: An initial study, Proc. 4th Int. Conf. on Audio and Video based Biometric Person Authentication, pp.44-51, 2003.10.1007/3-540-44887-X_6Search in Google Scholar

[11] H. Ling, S. Soatto, N. Ramanathan and D. W. Jacobs, A study of face recognition as people age, Proc. 11th IEEE Int. Conf. on Computer Vision (ICCV), pp. 1-8, 2007.10.1109/ICCV.2007.4409069Search in Google Scholar

[12] A. Rattani, B. Freni, G. L. Marcialis and F. Roli, Template Update Methods in Adaptive Biometric Systems: A Critical Review, Proc. International Conference on Biometrics (ICB), pp. 847-857, 2009.10.1007/978-3-642-01793-3_86Search in Google Scholar

[13] Z. Akhtar, A. Ahmed, C. E. Erdem and G. L. Foresti, Biometric Template Update under Facial Aging, IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2014.10.1109/CIBIM.2014.7015437Search in Google Scholar

[14] A. Lanitis, C. J. Taylor and T. F. Cootes, Toward automatic simulation of aging effects on face images, IEEE Tran. on Pattern Analysis and Machine Intelligence, 24(4):442-455, 2002.10.1109/34.993553Search in Google Scholar

[15] N. Ramanathan and R. Chellappa, Face verification across age progression, Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), pp. 462-469, 2005.Search in Google Scholar

[16] N. Ramanathan and R. Chellappa, Modeling age progression in young faces, Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), pp. 387-394, 2006.Search in Google Scholar

[17] U. Park, Y. Tong and A. K. Jain, Age-invariant face recognition, IEEE Tran. on Pattern Analysis and Machine Intelligence, 32(5):947-954, 2010.10.1109/TPAMI.2010.1420299717Search in Google Scholar

[18] FGNET Aging Database, http://www.fgnet.rsunit.com/Search in Google Scholar

[19] K. J. Ricanek and T. Tesafaye, Morph: A longitudinal image database of normal adult ageprogression, Proc. Int'l Conf. on Automatic Face and Gesture Recognition (FG), pp. 341-345, 2006.Search in Google Scholar

[20] N. Nixon and P. Galassi, The brown sisters, thirtythree years, In The Museum of Modern Art, NY, USA, 2007.Search in Google Scholar

[21] A. Rattani. Adaptive Biometric System based on Template Update Procedures, PhD thesis, University of Cagliari, Italy, 2010.Search in Google Scholar

[22] N. Poh, A. Rattani and F. Roli, Critical Analysis of Adaptive Biometric Systems, IET Biometrics, 1(4):179-187, 2012.10.1049/iet-bmt.2012.0019Search in Google Scholar

[23] A. Rattani and A. Ross, Automatic Adaptation of Fingerprint Liveness Detector to New Spoof Materials, In Proc. IEEE International Joint Conference on Biometrics (IJCB), 2014.10.1109/BTAS.2014.6996254Search in Google Scholar

[24] X. Liu, T. Chen, and S. M. Thornton, Eigenspace updating for non-stationary process and its application to face recognition, Pattern Recognition, pp. 1945-1959, 2003.Search in Google Scholar

[25] S. K. Pavani, F. M. Sukno, C. Butakoff, X. Planes and A. F. Frangi, A confidence based update rule for self-updating human face recognition systems, Proc. Int'l Conf. on Biometrics (ICB), pp. 151-160, 2009.10.1007/978-3-642-01793-3_16Search in Google Scholar

[26] A. Rattani, G.L. Marcialis and F. Roli, Biometric template update using the graph mincut: a case study in face verification. Proc. 6th IEEE Biometric Symposium, 2008.10.1109/BSYM.2008.4655518Search in Google Scholar

[27] N. Poh, J. Kittler, S. Marcel, D. Matrouf and J. F. Bonastre, Model and Score Adaptation for Biometric Systems: Coping With Device Interoperability and Changing Acquisition Conditions, Proc 20th Int'l Conf. on Pattern Recognition (ICPR), pp. 1229-1232, 2010.Search in Google Scholar

[28] A. Franco, D. Maio and D. Maltoni, Incremental template updating for face recognition in home environments, Pattern Recognition, 43:2891-2903, 2010.10.1016/j.patcog.2010.02.017Search in Google Scholar

[29] X. Jiang and W. Ser, Online fingerprint template improvement, IEEE Tran. PAMI, vol. 8, pp. 1121-1126, 2002.Search in Google Scholar

[30] C. Ryu, K. Hakil and A. Jain, Template adaptation based fingerprint verification, Proc. Int'l Conf. on Pattern Recognition (ICPR), pp. 582-585, 2006.Search in Google Scholar

[31] U. Uludag, A. Ross and A. Jain, Biometric template selection and update: a case study in fingerprints, Pattern Recognition, 37(7):1533-1542, 2004.10.1016/j.patcog.2003.11.012Search in Google Scholar

[32] F. Roli and G.L Marcialis, Semi-supervised pcabased face recognition using self training, Proc. Int'l workshop on S+SSPR, 2006.10.1007/11815921_61Search in Google Scholar

[33] Verilook: http://www.neurotechnology.com/Search in Google Scholar

[34] T. Ahonen, A. Hadid and M. Pietikainen, Face description with local binary patterns: application to face recognition, IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 28, no. 12, pp.2037-2041, 2006.Search in Google Scholar

[35] Chi-Ho Chan, J. Kittler and K. Messer, Multi-scale Local Binary Pattern Histograms for Face Recognition, In ICB, pp. 809-818, 2007.10.1007/978-3-540-74549-5_85Search in Google Scholar

[36] T. Ahonen, E. Rahtu and V. Ojansivu and J. Heikkil, Recognition of blurred faces using local phase quantization, In Proc. Int. Conf. on Patt.Reco., pp. 8-11, 2008.10.1109/ICPR.2008.4761847Search in Google Scholar

[37] X. Tan and B. Triggs, Enhanced Local TextureFeature Sets for Face Recognition under Difficult Lighting Conditions, IEEE Trans. on Image Processing, vol. 19, no. 6, pp. 1635-1650, 2010.Search in Google Scholar

[38] L. Wiskott, J.M. Fellous, N. Kruger and C. Malsburg, Face recognition by elastic bunch graph matching, IEEE Trans. on PAMI, vol. 19, no. 7, pp. 775-780, 1997.10.1109/34.598235Search in Google Scholar

[39] D. R. Kisku, A. Rattani, E. Grosso and M. Tistarelli, Face Identification by SIFT-based Complete Graph Topology, In Proc. of 5th IEEE Int'l Workshop on Automatic Identification Advanced Technologies, pp. 63-68, 2007.10.1109/AUTOID.2007.380594Search in Google Scholar

[40] P. Dreuw, P. Steingrube and H. Hanselmann and H. Ney, SURF-Face: Face Recognition Under Viewpoint Consistency Constraints, In Proc. BMVC, pp. 1-11, 2009.10.5244/C.23.7Search in Google Scholar

[41] A. Rattani, G. L. Marcialis, F. Roli, An Experimental Analysis of the Relationship between Biometric Template Update and the Doddington's Zoo in Face Verification, In Proc. of 14th Int'l Conference on Image Analysis and Processing, 2009.10.1007/978-3-642-04146-4_47Search in Google Scholar

[42] Z. Akhtar, G. Fumera, G. L. Marcialis and F. Roli, Evaluation of Multimodal Biometric Score Fusion Rules under Spoof Attacks, 5th IAPR Int'l Conference on Biometrics (ICB), pp. 402-407, 2012.10.1109/ICB.2012.6199784Search in Google Scholar