Abstract
Biometric identity management based only on the single biometric modality is not accurate or robust enough to be used in uncontrolled environments. This paper describes a fusion of face and voice biometric traits, based on fuzzy logic approach for speaker identity verification. In this approach, a scheme based on membership function and fuzzy integral is proposed to fuse information from the two modalities. Equal Error rate is used to evaluate the fusion scheme. Experimental results show the fusion scheme improves identity verification performance substantially and makes the system robust to environmental degradations such as acoustic noise and visual compression artefacts
| Original language | English |
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| Title of host publication | CEA'07: Proceedings of the 2007 annual Conference on International Conference on Computer Engineering and Applications |
| Editors | Dharmendra Sharma, L.C Jain, Dat Tran, Wanli Ma |
| Place of Publication | Wisconsin, USA |
| Publisher | World Scientific and Engineering Academy and Society Press (WSEAS) |
| Pages | 1111-1114 |
| Number of pages | 4 |
| ISBN (Electronic) | 9789608457584 |
| Publication status | Published - 2007 |
| Event | International Conference on Computer Engineering and Applications, CEA 2007 - Queensland, Gold Coast, Australia Duration: 17 Jan 2007 → 19 Jan 2007 http://worldses.org/reports/2007/australia/ |
Conference
| Conference | International Conference on Computer Engineering and Applications, CEA 2007 |
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| Abbreviated title | CEA 2007 |
| Country/Territory | Australia |
| City | Gold Coast |
| Period | 17/01/07 → 19/01/07 |
| Internet address |