High Confidence Visual Recognition of Persons by a Test of Statistical Independence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical Pattern Recognition: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
Comparative Study between Different Eigenspace-Based Approaches for Face Recognition
AFSS '02 Proceedings of the 2002 AFSS International Conference on Fuzzy Systems. Calcutta: Advances in Soft Computing
Biometrics for security in E-commerce
Payment technologies for E-commerce
Error analysis of pattern recognition systems: the subsets bootstrap
Computer Vision and Image Understanding
A Biometric Identification System Based on Eigenpalm and Eigenfinger Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
Personal recognition based on an image of the palmar surface of the hand
Pattern Recognition
Hand geometry identification without feature extraction by general regression neural network
Expert Systems with Applications: An International Journal
Biometric verification/identification based on hands natural layout
Image and Vision Computing
A fuzzy approach to multimodal biometric continuous authentication
Fuzzy Optimization and Decision Making
Privacy-preserving multimodal person and object identification
Proceedings of the 10th ACM workshop on Multimedia and security
Clustering-Based Reference Set Reduction for k-Nearest Neighbor
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Impostor Users Discovery Using a Multimodal Biometric Continuous Authentication Fuzzy System
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Classification with a Reject Option using a Hinge Loss
The Journal of Machine Learning Research
Expert Systems with Applications: An International Journal
A survey of biometric technology based on hand shape
Pattern Recognition
A novel technique for palmprint classification and authentication
International Journal of Biometrics
Account-Sharing Detection Through Keystroke Dynamics Analysis
International Journal of Electronic Commerce
Model-guided deformable hand shape recognition without positioning aids
Pattern Recognition
Embedding reject option in ECOC through LDPC codes
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
An integrated authentication framework based on multi-tier biometrics
International Journal of Biometrics
Retraining a novelty detector with impostor patterns for keystroke dynamics-based authentication
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Calculation of a composite DET curve
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Fusion for multimodal biometric identification
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
A tutorial on fingerprint recognition
ASB'03 Proceedings of the 1st international conference on Advanced Studies in Biometrics
Biometric recognition: how do i know who you are?
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
WISI'06 Proceedings of the 2006 international conference on Intelligence and Security Informatics
Hand shape recognition based on coherent distance shape contexts
Pattern Recognition
A contactless biometric system using multiple hand features
Journal of Visual Communication and Image Representation
Hand shape recognition using Hu and Legendre moments
Proceedings of the 6th International Conference on Security of Information and Networks
Hybrid model of clustering and kernel autoassociator for reliable vehicle type classification
Machine Vision and Applications
| Hi-index | 0.15 |
In this work, we address the problem of performance evaluation in biometric verification systems. By formulating the optimum Bayesian decision criterion for a verification system and by assuming the data distributions to be multinormals, we derive two statistical expressions for calculating theoretically the false acceptance and false rejection rates. Generally, the adoption of a Bayesian parametric model does not allow for obtaining explicit expressions for the calculation of the system errors. As far as biometric verification systems are concerned, some hypotheses can be reasonably adopted, thus allowing simple and affordable expressions to be derived. By using two verification system prototypes, based on hand shape and human face, respectively, we show our results are well founded.