Publications by article typesLast updated: 22 June 2017

The most recent publications are listed first. Only publications on biometrics are listed here. See publications in heatlhcare analytics here.

Journal papers
  1. Juha Ylioinas, Norman Poh, Jukka Holappa, Matti Pietikäinen, Data-driven Techniques for Smoothing Histograms of Local Binary Patterns, Pattern Recognition 60: 734-747, 2016. [link]
  2. S. Yu, Y. Ai, B. Xu, Y. Zhou, W. Li, Q. Liao, and N. Poh. Two Strategies to Optimize the Decisions in Signature Verification with the Presence of Spoofing Attacks, Information Sciences 352: 188-202, 2016. [pdf]
  3. G. Guo, H. Wechsle, S. Shan, and N. Poh. Guest Editorial Special Issue on Mobile Biometrics. IET Biometrics 5(1): 1-2, 2016. [pdf]
  4. Norman Poh and  Michael Schuckers, Biometrics Statistics: a Foreword and Introduction to the Special Issue, IET Biometrics, 4(4): 206–208, 2015. [pdf]
  5. N Poh, R. Blanco-Gonzalo, R. Wong, R Sanchez-Reillo, The Blind-subject Face Database, IET Biometrics 5 (1), 20-27, 2016. [docx]
  6. N. Poh and C-H. Chan, Generalizing DET Curves across Application Scenarios, IEEE Trans. on Information Forensics and Security, 10(10), 2171-2181, 2015 [pdf] [Appendix]
  7. S. Tirunagari, N. Poh, D. Windridge, A. Iorliam, N.k Suki, and A. T.S. Ho, Detection of Face Spoofing Using Visual Dynamics, IEEE Trans. on Information Forensics and Security, Special Issue on Biometric Spoofing and Countermeasures, 10(4), 762-777, 2015. [pdf]
  8. N. Poh, J. Kittler, C-H. Chan, and M. Pandit, An Algorithm to Estimate the Biometric Performance Change Over Time, IET Biometrics 4(4), pg. 236-245, 2015 [pdf].
  9. M. Tistarelli, Y. Sun, and N. Poh, On the Use of Discriminative Cohort Score Normalization for Unconstrained Face Recognition, IEEE Trans. on Information Forensics and Security, accepted, 2014. [pdf]
  10. N. Poh, A. Ross, W. Li, and J. Kittler, A User-Specific and Selective Multimodal Biometric Fusion Strategy by Ranking Subjects, Pattern Recognition 46(12): 3341-57, 2013. [pdf]
  11. W. Li, Y. Zhou, N. Poh, F. Zhou, and Q. Liao, Feature Denoising Using Joint Sparse Representation for In-car Speech Recognition, in IEEE Signal Processing Letters, accepted, 2013. [pdf]
  12. N. Poh, A. Rattani, and F. Roli, Critical analysis of adaptive biometric systems, IET Biometrics, 1(4):179–187, 2012. [pdf]
  13. P. Tresadern, T. F. Cootes, N. Poh, P. Matejka, A. Hadid, C. Le´vy, C. McCool, and S. Marcel. Mobile Biometrics: Combined Face and Voice Verification for a Mobile Platform, Pervasive Computing, IEEE 12, no. 1 (2013): 79-87. [pdf]
  14. A. Merati, N. Poh and J. Kittler, User-Specific Cohort Selection and Score Normalization for Biometric Systems, IEEE Trans. on Information Forensics and Security, 7(4):1270-1277, 2012.  [pdf]
  15. N. Poh and J. Kittler, A Unified Framework for Biometric Expert Fusion Incorporating Quality Measures, IEEE Trans. on Pattern Analysis and Machine Intelligence, 34(1):3-18, 2012. [pdf]
  16. N. Poh, J Kittler, C. H. Chan, S. Marcel, C. Mc Cool, E.A.Rua  L. A. Castro, M. Villegas, R. Paredes, V. Struc, N. Pavesic, A.A. Salah, H. Fang, and N. Costen, An evaluation of video-to-video face verification, IEEE Trans. on Information Forensics and Security, 5(4), 781-801, 2010. [pdf]
  17. N. Poh, D. Windridge, V. Mottl, A. Tatarchuk, and A. Eliseyev. Addressing Missing Values in Kernel-based Multimodal Biometric Fusion Using Neutral Point Substitution. IEEE Trans. on Information Forensics and Security, 5(3):461–469, 2010. [pdf]
  18. N. Poh, T. Bourlai, and J. Kittler, A Multimodal Biometric Test Bed for Quality-dependent, Cost-sensitive and Client-specific Score-level Fusion Algorithms, in Pattern Recognition Journal, vol. 43, no. 3, pp. 1094–1105, 2009. [pdf]
  19. N. Poh, T. Bourlai, and J. Kittler,  Quality-based Score Normalisation with Device Qualitative Information for Multimodal Biometric Fusion, IEEE Trans. on Systems, Man, Cybernatics Part B : Systems and Humans, 40(539-554), 2010. [pdf]
  20. N. Poh, T. Bourlai, J. Kittler, L. Allano, F. Alonso-Fernandez, O. Ambekar, J. Baker, B. Dorizzi, O. Fatukasi, J. Fierrez, H. Ganster, J. Ortega-Garcia, D. Maurer, A. A Salah, T. Scheidat, and C. Vielhauer, Benchmarking Quality-dependent and Cost-sensitive Multimodal Biometric Fusion Algorithms, IEEE Trans. on Information Forensics and Security, 4(4), pp. 849–866, 2009.  [pdf]
  21. N. Poh and J. Kittler, Incorporating Variation of Model-specific Score Distribution in Speaker Verification Systems, IEEE Trans. Audio, Speech and Language Processing, 16(3):594-606, 2008.  [pdf]
  22. N. Poh and S. Bengio, Performance Generalization in Biometric Authentication Using Joint User-specific and Sample Bootstraps , IEEE Trans. on Pattern Analysis and Machine Intelligence, 29(3):492-498, March 2007. [ps.gz] [pdf]
  23. N. Poh and S. Bengio, How Do Correlation and Variance of Base Classifiers Affect Fusion in Biometric Authentication Tasks?, in IEEE Trans. on Signal Processing, Vol. 53(11), pages 4384-4396, Nov 2005. [ps.gz] [pdf]
  24. N. Poh and S. Bengio, Database, Protocol and Tools for Evaluating Score-Level Fusion Algorithms in Biometric Authentication in Pattern Recognition Journal, Vol. 39, Issue 2, pages 223-233, Feb 2006 (Honorable mention in the Pattern Recognition Journal Best Paper Award 2006). [ps.gz] [pdf]
Book (Edited)
  • Jucheng Yang and Norman Poh, ISBN 978-953-307-488-7, Hard cover, 302 pages, InTech, 2011. [open access link]
Book chapter
  • J. Kittler and N. Poh, Data Quality Dependent Decision Making in Pattern Classification, in Classification as a Tool for Research, H. Locarek-Junge and C. Weihs, Springer Berlin Heidelberg, pages 25-36, 2010. [pdf]
  • N. Poh, User-specific Score Normalization and Fusion for Biometric Person Recognition, in Advanced Topics in Biometrics, Chap 16, 401-418, edited by Haizhou Li, Kar-Ann Toh and Liyuan Li, World Scientific Publishing, 2010 [pdf]
  • N. Poh and J. Kittler, Multimodal Information Fusion, to appear in Multimodal Signal Processing: Theory and applications for human-computer interaction, edited by Jean-Philippe Thiran, Herve Bourlard, Ferran Marques, Elsevier Science, ISBN-13: 978-0-12-374825-6, 2009. [pdf]
  • A. Ross and N. Poh, Multibiometric Systems: Overview, Case Studies and Open Issues, in the Handbook of Remote Biometrics for Surveillance and Security, Springer, 2009.
  • N. Poh, Quality-based Fusion, in Encyclopedia of Biometrics, Springer, 2009.
  • N. Poh and J. Korczak, Automated Authentication using Hybrid Biometric System, Chapter 16 of Biometric Authentication in the e-World, Kluwer Academic Publishers, edited by Prof. David Zhang, 2003. [pdf]
Conference/Workshop papers
  1. Shiqi Yu, Haifeng Chen, Edel B. Garcia Reyes and Norman Poh, GaitGAN: Invariant Gait Feature Extraction Using Generative Adversarial Networks, in CVPR 2017 Biometrics Workshop, accepted, 2017 [pdf]
  2. N. Suki, N. Poh, F.M. Senan, N. A. Zamani, and M.Z.A. Darus, On the Reproducibility and Repeatability of Likelihood Ratio in Forensics: A case study using Face Biometrics, In IEEE Int’l Conf. on Biometrics: Theory, Applications, and Systems (BTAS), pg 1-6, 2016. [pdf]
  3. S. Tirunagari, N. Poh, M. Bober, and D. Windridge. "Windowed DMD as a Microtexture Descriptor for Finger Vein Counter-Spoofing in Biometrics." In Information Forensics and Security (WIFS), 2015 IEEE International Workshop on, pp. 1-6. IEEE, 2015. [pdf]
  4. Blanco-Gonzalo, Ramon, Norman Poh, Rita Wong, and Raul Sanchez-Reillo, Time Evolution of Face Recognition in Accessible Scenarios,  Human-centric Computing and Information Sciences 5, no. 1, 2015. [link]
  5. Pedro Tome,Ramachandra Raghavendra, Christoph Busch, Santosh Tirunagari, Norman Poh, B. H. Shekar, Diego Gragnaniello, Carlo Sansone, Luisa Verdoliva, and Sébastien Marcel, The 1st competition on counter measures to finger vein spoofing attacks, In 2015 International Conference on Biometrics (ICB), pp. 513-518. IEEE, 2015. [pdf]
  6. M. Damasceno, A.M.P Canuto and N. Poh Multi-Privacy Biometric Protection Scheme using Ensemble System, International Joint Conference on Neural Networks , accepted, 2015. [pdf]
  7. N. Poh, R. Wong, G-L Marcialis, Toward an Attack-sensitive Tamper-resistant Biometric Recognition with a Symmetric Matcher: A Fingerprint Case Study, IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, Orlando, accepted, 2014. [pdf]
  8. N. Poh, J. Kittler, and A. Rattani, Handling Session Mismatch by Fusion-based Co-training: An Empirical Study using Face and Speech Multimodal Biometrics, IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, Orlando, accepted, 2014. [pdf]
  9. N. Poh, N. Suki, A. Iorliam, and A TS Ho, Antiforensic-resistant Likelihood Ratio Computation: A Case Study Using Fingerprint Biometrics, the 22nd European Signal Processing Conf. (EUSIPCO) 2014. [pdf] [link]
  10. A. Iorliam, A TS Ho, N. Poh and Y. Q. Shi, Do Biometric Images Follow the Bensford's Law?, 2nd International Workshop on Biometrics and Forensics, pages 1-6, 2014 [pdf]
  11. Biao Wang, Weifeng Li and Norman Poh, Kernel collaborative representation-based classifier for face recognition, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 2877 - 2881, Vancouver, 2013 [pdf]
  12. A. Rattani, N. Poh and A. Ross, A Bayesian Approach for Modeling Sensor Influence on Quality, Liveness and Match Score Values in Fingerprint Verification, Proc. of IEEE International Workshop on Information Forensics and Security (WIF'S), pages 1–8, 2013. [pdf]
  13. Y. Sun, M. Tistarelli, N. Poh, Picture-Specific Cohort Score Normalization for Face Pair Matching, In IEEE Int’l Conf. on Biometrics: Theory, Applications, and Systems (BTAS), pages 1–8, 2013. [pdf]
  14. A. Rattani and N. Poh, Biometric System Design Under Zero and Non-Zero-Effort Attacks, Int'l Conf on Biometrics (ICB), 2013 [pdf]
  15. C. McCool, S. Marcel, A. Hadid, M. Pietikainen, P. Matejka, J. Cernocky, N. Poh, J. Kittler, A. Larcher, C. Levy, D. Matrouf, J. Bonastre, P. Tresadern and T. Cootes, Bi-Modal Person Recognition on a Mobile Phone: Using Mobile Phone Data, IEEE International Conference on Multimedia and Expo Workshops, 2012. [pdf]
  16. Y. Sun, C. Fookes, N. Poh, and M. Tistarelli,  Cohort Normalization based Sparse Representation for Undersampled Face Recognition, in Asian Conference on Computer Vision (ACCV) Workshop on Face analysis: The intersection of computer vision and human perception, 2012 [pdf]
  17. N. Poh, J. Kittler, and F. Alkoot, A Discriminative Parametric Approach to Video-based Score-level Fusion for Biometric Authentication, Int’l Conf. on Pattern Recognition (ICPR'12), pg 2335-2338,  2012. [pdf]
  18. M. Bengherabi1, F. Harizi1, N. Poh, E. Boutellaa1, A. Guessoum and M. Cheriet, Improving Biometric Verification Systems by Fusing Z-Norm and F-Norm, the 7th Chinese Conference on Biometric Recognition (CCBR), 2012. [pdf]
  19. A. Rattani, N. Poh, and A. Ross, Analysis of User-specific Score Characteristics for Spoof Biometric Attacks,  IEEE Conference on Computer Vision and Pattern Recognition Biometric Workshop (CVPR BW), 2012 [pdf]
  20. N. Poh and M. Tistarelli, Customizing Biometric Authentication Systems via Discriminative Score Calibration, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012 (longer version) [pdf]
  21. N. Poh and J. Kittler, Heterogeneous information fusion: A Novel Fusion Paradigm for Biometric Systems, Int'l Joint Conference on Biometrics (IJCB), pg 1-8, 2011 [pdf]
  22. J. Kittler, N. Poh and A. Merati, Cohort based Approach to Multiexpert Class Verification, Multiple Classifiers System, Lecture Notes in Computer Science Volume 6713, pages 319-329, 2011. [pdf]
  23. R.Wong, N.Poh, J.Kittler and D.Frohlich, Interactive Quality-Driven Feedback for Biometrics Systems, BTAS - The 4th IEEE International Conference on Biometrics: Theory, Applications and Systems, Washington DC, pages 1-7, 2010 [pdf]
  24. A. Merati, N. Poh, and J. Kitter. Extracting Discriminative Information from Cohort Models. In IEEE 3rd Int’l Conf. on Biometrics: Theory, Applications, and Systems (BTAS), pages 1–6, 2010. [pdf]
  25. 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, Int’l Conf. on Pattern Recognition (ICPR'10), 1229-1232, 2010.(Best Scientific Paper Award in Biometrics and the Human Computer Interaction track) [pdf]
  26. K. Kryszczuk and N. Poh, Handling High Dimensionality in Biometric Classification with Multiple Quality Measures using Locality Preserving Projection, in IEEE Computer Society Workshop on Biometrics (CVPR'10), pages 146–153, 2010. [pdf]
  27. N. Poh, A. Rattani, M. Tistarelli and J. Kittler, Group-specific Score Normalization for Biometric Systems, in IEEE Computer Society Workshop on Biometrics (CVPR), pages 38-45, 2010. [pdf]
  28. R. Wong, N. Poh, J. Kittler and D. Frohlich, Towards Inclusive Design in Mobile Biometry, in the 3rd Int’l Conf. on Human System Interaction (HSI), pages 267-274, 2010 (Best Paper Award in the Human Centered Design track). [pdf]
  29. D. Windridge, N. Poh, Vadim Mottl, Alexander Tatarchuk, and Andrey Eliseyev, Handling multimodal information fusion with missing observations using the neutral point substitution method, in Multiple Classifiers System (MCS), 2009, pp. 161–170.
  30. N Poh, A. Merati and J. Kittler, Adaptive Client-Impostor Centric Score Normalization: A Case Study in Fingerprint Verification, in IEEE Conference on Biometrics: Theory, Applications and Systems (BTAS'09), pages 1-7, 2009.  [pdf]
  31. N. Poh, A. Merati and J. Kittler, Making Better Biometric Decisions with Quality and Cohort Information: A Case Study in Fingerprint, pg 70-74, Proc. 17th European Signal Processing Conf. (Eusipco), 2009 [pdf]
  32. N. Poh, S.Y. Wong, J. Kittler and F. Roli, Challenges and Research Directions for Adaptive Biometric Recognition Systems , Int’l Conf. on Biometrics (ICB'09), 2009. (Best Paper Award) [pdf]
  33. C-H. Chan, J. Kittler, N. Poh, T. Ahonen, and M. Pietikinen, (Multiscale) local phase quantisation histogram discriminant analysis with score normalisation for robust face recognition, in Workshop on Video-oriented object and event Classification (VOEC’09), in conjunction with the 12th IEEE Int’l Conf. on Computer Vision (ICCV), 2009, pp. 633–640.
    .N. Poh, C-H. Chan and J. Kittler, Face Video Competition at ICB2009, Int’l Conf. on Biometrics (ICB'09), 2009. [pdf]
  34. N. Poh and J. Kittler, A Biometric Menagerie Index for Characterising Template/Modelspecific Variation, in Int’l Conf. on Biometrics (ICB'09), 2009. [pdf]
  35. N. Poh and J. Kittler, A Family of Methods for Quality-based Multimodal Biometric Fusion using Generative Classifiers, in IEEE 10th International Conference on Control, Automation, Robotics and Vision (ICARCV) pp. 1162–1167, Hanoi, 2008 (invited paper). [pdf]
  36. N. Poh and J. Kittler, A Methodology for Separating Sheep from Goats for Controlled Enrollment and Multimodal Fusion, in 6th Biometrics Symposium, pp. 17–22, 2008. [pdf]
  37. N. Poh and J. Kittler, On Using Error Bounds to Optimize Cost-sensitive Multimodal Biometric Authentication, in the Proc. 17th Int’l Conf. Pattern Recognition (ICPR), pages 1-4, 2008. [pdf]
  38. J. Kittler and N. Poh, Multibiometrics for Identity Authentication: Issues, Benefits and Challenges, in IEEE Conference on Biometrics: Theory, Applications and Systems, pp. 1–6, 2008. [pdf]
  39. O. Fatukasi, J. Kittler and N. Poh, Estimation of Missing Values in Multimodal Biometric Fusion, in IEEE Conference on Biometrics: Theory, Applications and Systems, pp. 1–6, 2008.
  40. N. Poh and J. Kittler, A Method for Estimating authentication Performance Over Time , in 12th Iberoamerican Congress on Pattern Recognition CIARP, Via del Mar-Valparaiso, Chile, pp. 360-369, 2007 [pdf]
  41. O. Fatukasi, J. Kittler, and N. Poh, Quality Controlled Multimodal Fusion of Biometric Experts, in 12th Iberoamerican Congress on Pattern Recognition CIARP, Via del Mar-Valparaiso, Chile, pp. 881-890, 2007 [pdf]
  42. N. Poh, T. Bourlai and J. Kittler, Improving Biometric Device Interoperability by Likelihood Ratio-based Quality Dependent Score Normalization , in IEEE Conf. on Biometrics: Theory, Applications and Systems, pp. 1-5, Washington, D.C., 2007 (presented in the best papers track). [pdf]
  43. N. Poh and J. Kittler, Predicting Biometric Authentication System Performance Across Different Application Conditions: A Bootstrap Enhanced Parametric Approach , in LNCS 4542, IEEE/IAPR Proc. Int'l Conf. Biometrics (ICB'07), pp. 625-635, Seoul, 2007. [pdf]
  44. N. Poh and J. Kittler, In the Use of Log-likelihood Ratio Based Model-specific Score Normalisation in Biometric Authentication , in LNCS 4542, IEEE/IAPR Proc. Int'l Conf. Biometrics (ICB'07), pp. 614-624, Seoul, 2007. [pdf]
  45. J. Kittler, N. Poh, O. Fatukasi, K. Messer, K. Kryszczuk, J. Richiardi and A. Drygajlo, Quality Dependent Fusion of Intramodal and Multimodal Biometric Experts , in SPIE Biometric Technology for Human Identification IV, Volume 6539, 653903, 2007. [pdf]
  46. N. Poh, G. Heusch and J. Kittler, On Combination of Face Authentication Experts by a Mixture of Quality Dependent Fusion Classifiers , in LNCS 4472, Multiple Classifier System (MCS), pp. 344-356, Prague, 2007. [ps.gz] [pdf]
  47. N. Poh and S. Bengio, Estimating the Confidence Interval of Expected Performance Curve in Biometric Authentication Using Joint Bootstrap , ICASSP, vol 2, pages 137-140, Honolulu, 2007. [ps.gz] [pdf]
  48. N. Poh, A. Ross and S. Bengio, Revisiting Doddington's Zoo: Employing User-Dependent Performance Criterion For Multibiometric Fusion , in Multimodal User Authentication Workshop (MMUA) 2006. [ps.gz] [pdf]
  49. N. Poh and S. Bengio, Using Chimeric Users to Construct Fusion Classifiers in Biometric Authentication Tasks: An Investigation , ICASSP, pages 1077--1080, Toulouse, 2006. [ps.gz] [pdf]
  50. N. Poh and S. Bengio, Can Chimeric Persons Be Used in Multimodal Biometric Authentication Experiments?, 2nd Int'l Machine Learning and Multimodal Interaction Workshop 2005 (MLMI'05), LNCS 3869, pages 87-100, 2005. [ps.gz] [pdf]
  51. N. Poh and S. Bengio, EER of Fixed and Trainable Classifiers: A Theoretical Study with Application to Biometric Authentication Tasks, in the 6th Int'l. Workshop on Multiple Classifier Systems, LNCS 3541, pages 74-85, 2005. [ps.gz] [pdf]
  52. N. Poh and S. Bengio, A Novel Approach to Combining Client-Dependent and Confidence Information in Multimodal Biometric, in the 5th Int'l. Conf. Audio- and Video-Based Biometric Person Authentication (AVBPA), LNCS 3546, pages 1120-1129, 2005 (Best Student Poster Award). [ps.gz] [pdf]
  53. N. Poh and S. Bengio, Improving Fusion with Margin-Derived Confidence In Biometric Authentication Tasks, in the 5th Int'l. Conf. Audio- and Video-Based Biometric Person Authentication (AVBPA), LNCS 3546, pages 474-483, 2005. [ps.gz] [pdf]
  54. N. Poh and S. Bengio, An Investigation of F-ratio Client-Dependent Normalisation on Biometric Authentication Tasks, in IEEE Int'l Conf. Acoustics, Speech, and Signal Processing (ICASSP), volume I, pages 721-724, 2005. [ps.gz] [pdf]
  55. N. Poh and S. Bengio, Towards Predicting Optimal Subsets of Base Classifiers in Biometric Authentication Tasks, in the 1st Int'l Machine Learning and Multimodal Interaction Workshop 2004 (MLMI'04), LNCS 3361, pages 159-172, Martigny. [ps.gz] [pdf]
  56. N. Poh and S. Bengio, Noise-Robust Multi-Stream Fusion for Text-Independent Speaker Authentication, in Odessey, The Speaker and Language Recognition Workshop, 199-206, Toledo, 2004.[ps.gz] [pdf]
  57. N. Poh, C. Sanderson and S. Bengio, An Investigation of Spectral Subband Centroids for Speaker Authentication, in Int'l Conf. Biometric Authentication (ICBA), pages 631-639, Hong Kong, 2004. [ps.gz] [pdf] . Extended version: IDIAP Research Report 03-62, 2003. [ps.gz] [pdf]
  58. N. Poh and S. Bengio, Why Do Multi-Stream, Multi-Band and Multi-Modal Approaches Work on Biometric User Authentication Tasks?, in IEEE Int'l Conf. Acoustics, Speech, and Signal Processing (ICASSP), Vol. 5, pages 893-896, 2004, . [ps.gz] [pdf]
  59. N. Poh and S. Bengio, Non-Linear Variance Reduction Techniques in Biometric Authentication, in Multimodal User Authentication Workshop, Santa Barabara, pages 123-130, 2003. [ps.gz] [pdf]
  60. N. Poh, S. Marcel and S. Bengio Improving Face Authenticaion using Virtual Samples, Vol. 3, pages 233-236, IEEE Int'l Conf. Acoustics, Speech, and Signal Processing (ICASSP) 2003. [ps.gz] [pdf]
  61. N. Poh, J. Korczak and S. Bengio, A Multi-Sample Multi-Source Model for Biometric Authentication, pages 275-284, Int. Workshop on Neural Network and Signal Processing (NNSP), 2002. [ps.gz] [pdf]
  62. N. Poh and J. Korczak, Hybrid Biometric Person Authentication using Face and Voice Features, the 3rd Int'l. Conf. Audio- and Video-Based Biometric Person Authentication (AVBPA 2001), pp. 348-353, Halmstad, Sweden, June 2001. [pdf]
  63. K. Messer, J. Kittler, M. Sadeghi, M. Hamouz, A. Kostyn, S. Marcel, S. Bengio, F. Cardinaux, C. Sanderson, N. Poh, Y. Rodriguez, K. Kryszczuk, J. Czyz, L. Vandendorpe, J. Ng, H. Cheung and B. Tang, Face Authentication Competition on the BANCA Database, in Int'l Conf. Biometric Authentication (ICBA), pages 6-15, Hong Kong, 2004.
  64. K. Messer, J. Kittler, M. Sadeghi, M. Hamouz, A. Kostin , F. Cardinaux, S. Marcel, S. Bengio, C. Sanderson, N. Poh, Y. Rodriguez, J. Czyz, L. Vandendorpe, C. McCool, S. Lowther, S. Sridharan, V. Chandran, R. P. Palacios, E. Vidal, L. Bai, L-L. Shen, Y. Wang, Chiang Yueh-Hsuan, H-C. Liu , Y-P. Hung, A. Heinrichs, M. M\:uller, A. Tewes, C. vd Malsburg, R. W|rtz, Zg. Wang, Feng Xue, Yong Ma, Qiong Yang, Chi Fang, Xq. Ding, S. Lucey, R. Goss, and H. Schneiderman, Face Authentication Test on the BANCA Database, in Int'l Conf. Pattern Recognition (ICPR), vol. 4, pp. 523-532. IEEE Press, Cambridge, 2004.

Research Reports
  • N. Poh and S. Bengio, Compensating User-Specific Information with User-Independent Information in Biometric Authentication Tasks, IDIAP Research Report 05-44, 2005. [ps.gz] [pdf]
  • N. Poh and S. Bengio, Towards Explaining the Success (Or Failure) of Fusion in Biometric Authentication, IDIAP Research Report 05-43, 2005 [ps.gz] [pdf]
  • N. Poh and S. Bengio, A Study of the Effects of Score Normalisation Prior to Fusion in Biometric Authentication Tasks , IDIAP Research Report 04-69, 2005 [ps.gz] [pdf]
  • N. Poh and S. Bengio, Evidences of EER Reduction in Biometric Authentication Via Fusion, in IDIAP Research Report  04-43, 2004. [ps.gz] [pdf]
Theses
  • PhD thesis: Multi-system Biometrics: Optimal Fusion and User-specific Information, PhD Thesis, Swiss Federal Institute of Technology in Lausanne, (EPFL) Switzerland, June 2006. [ps.gz] [pdf]
  • N. Poh, Improving Biometric Authentication using Score-Averaging and Error-Correction Output-Coding, DEA Thesis, Universiti Louis Pasteur, Strasbourg, France, July 2002. [ps.gz] [pdf]
  • N. Poh, Biometric Authentication System, Masters Thesis, University Science of Malaysia, Penang, Malaysia, May 2001. [zip]