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On the Use of Client Identity Information for Face Antispoofing

On the Use of Client Identity Information for Face Antispoofing

Starting at: Rs.4,500.00

4500 reward points

On the Use of Client Identity Information for Face Antispoofing

 With biometrics playing the role of a password which cannot be replaced if stolen, the necessity of establishing counter-measures to biometric spoofing attacks has been recognized. Regardless of the biometric mode, the typical approach of antispoofing systems is to classify the biometric evidence based on features discriminating between real accesses and spoofing attacks. For the first time, to the best of our knowledge, studies the amount of client-specific information within these features and how it affects the performance of antispoofing systems. We make use of this information to build two client-specific antispoofing solutions, one relying on a generative and another one on a discriminative paradigm. The proposed methods, tested on a set of state-of-the-art antispoofing features for the face mode, outperform the client-independent approaches with up to 50% relative improvement and exhibit better generalization capabilities on unseen types of spoofing attacks.


 


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  • Model: PROJ5798
  • 999 Units in Stock
  • Manufactured by: ClickMyProjects

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This product was added to our catalog on Friday 30 September, 2016.

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