Using Discriminant Eigenfeatures for Image Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Including Biometric Authentication in a Smart Card Operating System
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Iris Recognition with Low Template Size
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Use of Biometrics for User Verification in Electronic Signature Smartcards
E-SMART '01 Proceedings of the International Conference on Research in Smart Cards: Smart Card Programming and Security
Face recognition: A literature survey
ACM Computing Surveys (CSUR)
Face Verification System Architecture Using Smart Cards
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 1 - Volume 01
Local Discriminant Embedding and Its Variants
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 2 - Volume 02
Database Size Effects on Performance on a Smart Card Face Verification System
FGR '06 Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition
Journal of Cognitive Neuroscience
EURASIP Journal on Advances in Signal Processing
Scalability analysis of audio-visual person identity verification
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
A JC-BioAPI compliant smart card with biometrics for secure access control
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
An asymmetric fingerprint matching algorithm for java cardTM
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Scenario based performance optimisation in face verification using smart cards
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Photometric normalisation for face verification
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
A touch of money [biometric authentication systems]
IEEE Spectrum
Highly robust biometric smart card design
IEEE Transactions on Consumer Electronics
Orthogonal Laplacianfaces for Face Recognition
IEEE Transactions on Image Processing
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The optimization of a smart card face verification system is a very complex process with many key factors to consider. It involves the investigation of the effect the system parameters have on the system performance measured in terms of accuracy and speed. As the parameters involved are not independent, the search space is of exponential complexity. In practice only partial optimization is feasible with many parameters forced to take default values. We argue that the key options to optimize are image resolution or/and image pre-processing. In addition the main design issue is the degree of compression that can be applied to the probe image before it is transmitted to the smart card. In this work we investigate different optimization strategies by considering both image compression and image resolution, and demonstrate that both the system performance and speed of access can be improved by the jointly optimized parameter setting and the level of probe compression. The experimental results obtained on the XM2VTS database suggest that the choice of one strategy over another is a matter of the time available for the system design, system performance, and response time.