%Aigaion2 BibTeX export from Idiap Publications %Thursday 21 November 2024 12:23:40 PM @TECHREPORT{sby98a, author = {Ben-Yacoub, Souheil}, projects = {Idiap}, title = {Multi-Modal Data Fusion for Person Authentication using {SVM}}, type = {Idiap-RR}, number = {Idiap-RR-07-1998}, year = {1998}, institution = {IDIAP}, abstract = {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.}, pdf = {https://publications.idiap.ch/attachments/reports/1998/rr98-07.pdf}, postscript = {ftp://ftp.idiap.ch/pub/reports/1998/rr98-07.ps.gz}, ipdmembership={vision}, }