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• W3135779607 abstract "In the last decades, the broad development experienced by biometric systems has unveiled several threats which may decrease their trustworthiness. Those are attack presentations which can be easily carried out by a non-authorised subject to gain access to the biometric system. In order to mitigate those security concerns, most face Presentation Attack Detection techniques have reported a good detection performance when they are evaluated on known Presentation Attack Instruments (PAI) and acquisition conditions, in contrast to more challenging scenarios where unknown attacks are included in the test set. For those more realistic scenarios, the existing algorithms face difficulties to detect unknown PAI species in many cases. In this work, we use a new feature space based on Fisher Vectors, computed from compact Binarised Statistical Image Features histograms, which allow discovering semantic feature subsets from known samples in order to enhance the detection of unknown attacks. This new representation, evaluated for challenging unknown attacks taken from freely available facial databases, shows promising results: a BPCER100 under 17% together with an AUC over 98% can be achieved in the presence of unknown attacks. In addition, by training a limited number of parameters, our method is able to achieve state-of-the-art deep learning-based approaches for cross-dataset scenarios." @default.
• W3135779607 created "2021-03-15" @default.
• W3135779607 creator A5017716310 @default.
• W3135779607 creator A5049402182 @default.
• W3135779607 creator A5081957330 @default.
• W3135779607 date "2021-03-02" @default.
• W3135779607 modified "2023-10-18" @default.
• W3135779607 title "On the Generalisation Capabilities of Fisher Vector based Face Presentation Attack Detection" @default.
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• W3135779607 cites W1533072162 @default.
• W3135779607 cites W1533771558 @default.
• W3135779607 cites W1579271636 @default.
• W3135779607 cites W1606858007 @default.
• W3135779607 cites W1608431272 @default.
• W3135779607 cites W1704933117 @default.
• W3135779607 cites W1966385142 @default.
• W3135779607 cites W1975780119 @default.
• W3135779607 cites W1982209341 @default.
• W3135779607 cites W1984309565 @default.
• W3135779607 cites W2003092530 @default.
• W3135779607 cites W2004211009 @default.
• W3135779607 cites W2009451935 @default.
• W3135779607 cites W2037743333 @default.
• W3135779607 cites W2050132334 @default.
• W3135779607 cites W2072273451 @default.
• W3135779607 cites W2099471712 @default.
• W3135779607 cites W2109943925 @default.
• W3135779607 cites W2111873430 @default.
• W3135779607 cites W2130909682 @default.
• W3135779607 cites W2135146871 @default.
• W3135779607 cites W2140593870 @default.
• W3135779607 cites W2151343288 @default.
• W3135779607 cites W2153344422 @default.
• W3135779607 cites W2155893237 @default.
• W3135779607 cites W2155930830 @default.
• W3135779607 cites W2160815625 @default.
• W3135779607 cites W2163487272 @default.
• W3135779607 cites W2163605009 @default.
• W3135779607 cites W2163914249 @default.
• W3135779607 cites W2167072947 @default.
• W3135779607 cites W2174309130 @default.
• W3135779607 cites W2325939864 @default.
• W3135779607 cites W2334317214 @default.
• W3135779607 cites W2341318667 @default.
• W3135779607 cites W2409050142 @default.
• W3135779607 cites W2468613895 @default.
• W3135779607 cites W2522438482 @default.
• W3135779607 cites W2543453346 @default.
• W3135779607 cites W2551249768 @default.
• W3135779607 cites W2552267233 @default.
• W3135779607 cites W2594656819 @default.
• W3135779607 cites W2613967729 @default.
• W3135779607 cites W2738874969 @default.
• W3135779607 cites W2750305424 @default.
• W3135779607 cites W2778720069 @default.
• W3135779607 cites W2787613668 @default.
• W3135779607 cites W2790392345 @default.
• W3135779607 cites W2798453135 @default.
• W3135779607 cites W2883750974 @default.
• W3135779607 cites W2888286956 @default.
• W3135779607 cites W2891233041 @default.
• W3135779607 cites W2918506566 @default.
• W3135779607 cites W2941396125 @default.
• W3135779607 cites W2950361018 @default.
• W3135779607 cites W2951004968 @default.
• W3135779607 cites W2952962875 @default.
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• W3135779607 cites W2963826681 @default.
• W3135779607 cites W2964003763 @default.
• W3135779607 cites W2980228850 @default.
• W3135779607 cites W2994054868 @default.
• W3135779607 cites W2995981024 @default.
• W3135779607 cites W2998358361 @default.
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• W3135779607 cites W3005726865 @default.
• W3135779607 cites W3005729266 @default.
• W3135779607 cites W3005804372 @default.
• W3135779607 cites W3005973417 @default.
• W3135779607 cites W3006417118 @default.
• W3135779607 cites W3006433045 @default.
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• W3135779607 cites W3092865567 @default.
• W3135779607 cites W3097096317 @default.
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• W3135779607 cites W3120612975 @default.
• W3135779607 cites W3160045050 @default.
• W3135779607 cites W3162069382 @default.
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• W3135779607 hasPublicationYear "2021" @default.
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