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Fig 1.

Sample altered fingerprints.

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Fig 2.

Structure of MRMDV-based forged finger print detection.

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Fig 3.

Analysis of liveliness detection accuracy.

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Table 1.

Evaluation details.

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Fig 4.

Analysis on false ratio.

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Fig 5.

Detection ratio of the uniform users.

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Fig 6.

Analysis on time complexity.

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