DocumentCode
3061346
Title
A New Hybrid Approach for Information Fusion in Multibiometric Systems
Author
Imran, Mohammad ; Rao, Ashok ; Kumar, G. Hemantha
Author_Institution
DoS in Comput. Sci., Univ. of Mysore, Mysore, India
fYear
2011
fDate
15-17 Dec. 2011
Firstpage
235
Lastpage
238
Abstract
This paper proposes a new hybrid approach to verification aspect of a multibiometric system. This also gives a comparative analysis with traditional approaches such as multialgorithmic and multimodal versions of the same. For evaluating the performance we have considered different level of fusion with different fusion strategies for all the approaches, we have also calculated average EER to compare. Results from the experiments allow us to claim that the proposed hybrid approach performs better than traditional approaches and also consumes optimal number of modalities.
Keywords
biometrics (access control); performance evaluation; sensor fusion; EER; comparative analysis; hybrid approach; information fusion; multibiometric system; performance evaluation; verification aspect; Accuracy; Algorithm design and analysis; Face; Feature extraction; Fingers; Iris recognition; Fusion; Hybrid approach; Multi-algorithmic; Multibiometrics; Multimodal;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), 2011 Third National Conference on
Conference_Location
Hubli, Karnataka
Print_ISBN
978-1-4577-2102-1
Type
conf
DOI
10.1109/NCVPRIPG.2011.57
Filename
6133044
Link To Document