%Aigaion2 BibTeX export from Idiap Publications
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@INPROCEEDINGS{deFreitasPereira_ICB_2013,
         author = {de Freitas Pereira, Tiago and Anjos, Andr{\'{e}} and De Martino, Jos{\'{e}} Mario and Marcel, S{\'{e}}bastien},
       projects = {BEAT, TABULA RASA},
          month = jun,
          title = {Can face anti-spoofing countermeasures work in a real world scenario?},
      booktitle = {International Conference on Biometrics},
           year = {2013},
       location = {Madrid, Spain},
            url = {http://pypi.python.org/pypi/antispoofing.crossdatabase},
       abstract = {User authentication is an important step to protect in- formation and in this field face biometrics is advantageous. Face biometrics is natural, easy to use and less human-invasive. Unfortunately, recent work has revealed that face biometrics is vulnerable to spoofing attacks using low-tech equipments. This article assesses how well existing face anti-spoofing countermeasures can work in a more realistic condition. Experiments carried out with two freely available video databases (Replay Attack Database and CASIA Face Anti-Spoofing Database) show low generalization and possible database bias in the evaluated countermeasures. To generalize and deal with the diversity of attacks in a real world scenario we introduce two strategies that show promising results.},
            pdf = {https://publications.idiap.ch/attachments/papers/2013/deFreitasPereira_ICB_2013.pdf}
}