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
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;
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
DOI :
10.1109/NCVPRIPG.2011.57