Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Likelihood Ratio-Based Biometric Score Fusion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unobtrusive biometric system based on electroencephalogram analysis
EURASIP Journal on Advances in Signal Processing
Comprehensive framework to gait recognition
International Journal of Biometrics
Driver Recognition Using Gaussian Mixture Models and Decision Fusion Techniques
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
On estimating performance indices for biometric identification
Pattern Recognition
Handbook of Fingerprint Recognition
Handbook of Fingerprint Recognition
Robust Multi-modal and Multi-unit Feature Level Fusion of Face and Iris Biometrics
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Human identification using Knucklecodes
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
PSO versus AdaBoost for feature selection in multimodal biometrics
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Fusion of IR and visible light modalities for face recognition
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
GREYC keystroke: a benchmark for keystroke dynamics biometric systems
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Keystroke dynamics with low constraints SVM based passphrase enrollment
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Score normalization in multimodal biometric systems
Pattern Recognition
The BANCA database and evaluation protocol
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
A Field Guide to Genetic Programming
A Field Guide to Genetic Programming
Handbook of Multibiometrics
Robust Text-Independent Speaker Verification Using Genetic Programming
IEEE Transactions on Audio, Speech, and Language Processing
Personal recognition using hand shape and texture
IEEE Transactions on Image Processing
Fast computation of the performance evaluation of biometric systems: Application to multibiometrics
Future Generation Computer Systems
Performance evaluation of microbial fuel cell by artificial intelligence methods
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
| Hi-index | 12.05 |
Biometric systems suffer from some drawbacks: a biometric system can provide in general good performances except with some individuals as its performance depends highly on the quality of the capture... One solution to solve some of these problems is to use multibiometrics where different biometric systems are combined together (multiple captures of the same biometric modality, multiple feature extraction algorithms, multiple biometric modalities...). In this paper, we are interested in score level fusion functions application (i.e., we use a multibiometric authentication scheme which accept or deny the claimant for using an application). In the state of the art, the weighted sum of scores (which is a linear classifier) and the use of an SVM (which is a non linear classifier) provided by different biometric systems provide one of the best performances. We present a new method based on the use of genetic programming giving similar or better performances (depending on the complexity of the database). We derive a score fusion function by assembling some classical primitives functions (+,*,-,... ). We have validated the proposed method on three significant biometric benchmark datasets from the state of the art.