Bi-Modal Authentication in Mobile Environments Using Session Variability Modelling
| Type of publication: | Idiap-RR |
| Citation: | Motlicek_Idiap-RR-18-2012 |
| Number: | Idiap-RR-18-2012 |
| Year: | 2012 |
| Month: | 7 |
| Institution: | Idiap |
| Address: | Rue Marconi 19 |
| Abstract: | We present a state-of-the-art bi-modal authentication system for mobile environments, using session variability modelling. We examine inter-session variability modelling (ISV) and joint factor analysis (JFA) for both face and speaker authentication and evaluate our system on the largest bi-modal mobile authentication database available, the MOBIO database, with over 61 hours of audio-visual data captured by 150 people in uncontrolled environments on a mobile phone. Our system achieves 2.6% and 9.7% half total error rate for male and female trials respectively – relative improvements of 78% and 27% compared to previous results. |
| Keywords: | face verification, Speaker identification |
| Projects: |
Idiap TABULA RASA |
| Authors: | |
| Crossref by |
Motlicek_ICPR_2012 |
| Added by: | [ADM] |
| Total mark: | 0 |
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