Tiago De Freitas Pereira

Short Biography

Currently is a Ph.D. Student at Ecole Polytechnique Fédérale de Lausanne (EPFL) and Research Assistant at Idiap Research Institute (CH) under the supervision of Sebastien Marcel.

Current research interests include face recognition, pattern recognition, image processing and machine learning.

Education

  • MS in Electrical Engineering from University of Campinas (UNICAMP) in 2013.
  • BS degree in Computer Science from the University of São Paulo (USP) in 2010.

Work Experience

  • Software Engineer Intern, Samsung Research America, Think Tank Team (Mountain View, USA), 2017
  • Research Engineer at CPqD Telecom and IT Solutions, Brazil, 2010-2014
  • More details, check my Linkedln page.

    Publications

    • Tiago de Freitas Pereira, Andre Anjos, and Sebastien Marcel. Heterogeneous face recognition using domain specific units. IEEE Transactions on Information Forensics and Security, page 13, February 2019.
    • Anjos A, Gunther M, de Freitas Pereira T, Korshunov P, Mohammadi A, Marcel S. Continuously reproducing toolchains in pattern recognition and machine learning experiments.
    • Sequeira, Ana F., et al. "Cross-Eyed 2017: Cross-Spectral Iris/Periocular Recognition Competition." IEEE/IAPR International Joint Conference on Biometrics, IJCB, Denver, Colorado, USA, October 1-4, 2017. IEEE, 2017
    • de Freitas Pereira, Tiago, and Sebastien Marcel. "Heterogeneous face recognition using inter-session variability modelling." Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops. 2016.
    • de Freitas Pereira, Tiago, and Sebastien Marcel. "Periocular biometrics in mobile environment." Biometrics Theory, Applications and Systems (BTAS), 2015 IEEE 7th International Conference on. IEEE, 2015.
    • de Freitas Pereira, Tiago, et al. "Face liveness detection using dynamic texture." EURASIP Journal on Image and Video Processing 2014.1 (2014): 2.
    • de Freitas Pereira, Tiago, et al. "Can face anti-spoofing countermeasures work in a real world scenario?." Biometrics (ICB), 2013 International Conference on. IEEE, 2013.
    • de Freitas Pereira, Tiago, et al. "LBPTOP based countermeasure against face spoofing attacks." Asian Conference on Computer Vision. Springer, Berlin, Heidelberg, 2012.
    • Chingovska, Ivana, et al. "The 2nd competition on counter measures to 2D face spoofing attacks." Biometrics (ICB), 2013 International Conference on. IEEE, 2013.
    • Gunther, Manuel, et al. "The 2013 face recognition evaluation in mobile environment." Biometrics (ICB), 2013 International Conference on. IEEE, 2013.
    • Beveridge, J. Ross, et al. "The IJCB 2014 PaSC video face and person recognition competition." Biometrics (IJCB), 2014 IEEE International Joint Conference on. IEEE, 2014.
    • Khoury, Elie, et al. "The 2013 speaker recognition evaluation in mobile environment." Biometrics (ICB), 2013 International Conference on. IEEE, 2013.
    • Caseli, Helena M., et al. "Building a Brazilian Portuguese parallel corpus of original and simplified texts." Advances in Computational Linguistics, Research in Computer Science 41 (2009): 59-70.
    • Gasperin, Caroline, et al. "Learning when to simplify sentences for natural text simplification." Proceedings of ENIA (2009): 809-818.

    Check my Google Scholar page



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    Office: 207.1-4
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