CONF
sby98c/IDIAP
Multi-Modal Data Fusion for Person Authentication using SVM
Ben-Yacoub, Souheil
EXTERNAL
https://publications.idiap.ch/attachments/reports/1998/rr98-07.pdf
PUBLIC
https://publications.idiap.ch/index.php/publications/showcite/sby98a
Related documents
Proc. Second International Conference on Audio- and Video-based Biometric Person Authentication (AVBPA'99)
1999
25-30
In the context of multi-modal person authentication, a set of experts (face recognizer, speaker recognizer, etc. ) give their opinion about the identity of an individual. The opinions of the experts can be combined to form a final decision (rejecting or accepting the claim). We show that the final decision is a binary classification problem and propose to solve it by a Support Vector Machine (SVM). We compare our approach with other proposed methods for an identical verification task and show that it leads to considerably higher performance.
REPORT
sby98a/IDIAP
Multi-Modal Data Fusion for Person Authentication using SVM
Ben-Yacoub, Souheil
EXTERNAL
https://publications.idiap.ch/attachments/reports/1998/rr98-07.pdf
PUBLIC
Idiap-RR-07-1998
1998
IDIAP
In the context of multi-modal person authentication, a set of experts (face recognizer, speaker recognizer, etc. ) give their opinion about the identity of an individual. The opinions of the experts can be combined to form a final decision (rejecting or accepting the claim). We show that the final decision is a binary classification problem and propose to solve it by a Support Vector Machine (SVM). We compare our approach with other proposed methods for an identical verification task and show that it leads to considerably higher performance.