Multibiometric systems: A comparative study of multi-algorithmic and multimodal approaches

@inproceedings{Imran2010MultibiometricSA,
  title={Multibiometric systems: A comparative study of multi-algorithmic and multimodal approaches},
  author={Mohammad Imran and A. Rao and G. H. Kumar},
  booktitle={Biometrics Technology},
  year={2010}
}
  • Mohammad Imran, A. Rao, G. H. Kumar
  • Published in Biometrics Technology 2010
  • Computer Science
  • In this paper, we present a comparative analysis of Multi-algorithmic and Multimodal approaches. We have used palmprint and face as biometric traits and other popular subspace algorithms (PCA, FLD, and ICA). Subsequently, the different combinations of algorithms are also evaluated in our experiment. The multi-algorithmic approach achieves incremental results where as multimodal approach yields far improved results. Hence Complimentary information available through multimodal approach always… CONTINUE READING
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    References

    SHOWING 1-10 OF 13 REFERENCES
    Score normalization in multimodal biometric systems
    • 1,726
    • Highly Influential
    • PDF
    Fusion of global and local features for face verification
    • 62
    • PDF
    Personal authentication using multiple palmprint representation
    • 189
    • PDF
    Multi-algorithmic Iris Authentication System
    • 13
    Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
    • 11,542
    • PDF
    Decision-Level Fusion in Fingerprint Verification
    • 288
    Eigenfaces for Recognition
    • 14,491
    • PDF
    Face recognition using eigenfaces
    • M. Turk, A. Pentland
    • Computer Science
    • Proceedings. 1991 IEEE Computer Society Conference on Computer Vision and Pattern Recognition
    • 1991
    • 3,975
    • Highly Influential
    • PDF