Biometric Authentication with a Timeless Learner

Publications

  1. Leonidas Spinoulas, Hengameh Mirzaalian, Mohamed E. Hussein, and Wael AbdAlmageed, Multi-Modal Fingerprint Presentation Attack Detection: Evaluation On A New Dataset, arXiv June 2020 [online]
  2. Leonidas Spinoulas, Mohamed E. Hussein, David Geissbühler, Joe Mathai, Oswin G.Almeida, Guillaume Clivaz, Sébastien Marcel, and Wael AbdAlmageed, Multispectral Biometrics System Framework: Application to Presentation Attack Detection, arXiv June 2020 [online]
  3. Ketan Kotwal, Zohreh Mostaani, and Sebastien Marcel, Detection of Age-Induced Makeup Attacks on Face Recognition Systems Using Multi-Layer Deep Features, IEEE Transactions on Biometrics, Behavior and Identity Science (T-BIOM), January 2020 [online]
  4. Jascha Kolberg, Marta Gomez-Barrero, S. Venkatesh, R. Raghavendra, and Christoph Busch, Finger Vein Based Presentation Attack Detection Presentation Attack Detection for Finger Recognition, Book Chapter Handbook of Vascular Biometrics A. UHL, C. Busch, S. Marcel and R. Veldhuis, November 2019
  5. Marta Gomez-Barrero and Christoph Busch, Multi-Spectral Convolutional Neural Networks for Biometric Presentation Attack Detection, Norwegian Information Security Conference (NISK), Narvik, Norway, 25-27 November 2019 [online]
  6. Ketan Kotwal, Sushil Bhattacharjee, and Sebastien Marcel, Multispectral Deep Embeddings as a Countermeasure to Custom Silicone Mask Presentation Attacks, IEEE Transactions on Biometrics, Behavior and Identity Science (T-BIOM), October 2019 [online]
  7. Jascha Kolberg, Marta Gomez-Barrero, and Christoph Busch, On Multi-Algorithm Fingerprint Presentation Attack Detection with Laser Speckle Contrast Imaging, 18th International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, 18-20 September 2019 [online]
  8. Anjith George, Zohreh Mostaani, David Geissenbuhler, Olegs Nikisins, Andre Anjos, and Sebastien Marcel, Biometric Face Presentation Attack Detection with Multi-Channel Convolutional Neural Network, IEEE Transactions on Information Forensics and Security (TIFS), arXiv September 2019 [online]
  9. Ruben Tolosana, Marta Gomez-Barrero, Christoph Busch, and Javier Ortega-Garcia, Biometric Presentation Attack Detection: Beyond the Visible Spectrum, IEEE Transactions on Information Forensics and Security (TIFS), vol.15, no. 1, pp. 1261-1275, August 2019 [online]
  10. A. Jaiswal, S. Xia, I. Masi, and W. AbdAlmageed, RoPAD: Robust Presentation Attack Detection through Unsupervised Adversarial Invariance, Proceedings of 12th IAPR International Conference on Biometrics (ICB), Crete, Greece, 4-7 June 2019 [online]
  11. J. Mathai, I. Masi, and W. AbdAlmageed, Does Generative Face Completion Help Face Recognition, Proceedings of 12th IAPR International Conference on Biometrics (ICB), Crete, Greece, 4-7 June 2019 [online]
  12. Hengameh Mirzaalian, Mohamed Hussein, and Wael Abd-Almageed, On the Effectiveness of Laser Speckle Contrast Imaging and Deep Neural Networks for Detecting Known and Known Fingerprint Presentation Attacks, Proceedings of 12th IAPR International Conference on Biometrics (ICB), Crete, Greece, 4-7 June 2019 [online]
  13. Anjith George and Sébastien Marcel, Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection, Proceedings of 12th IAPR International Conference on Biometrics (ICB), Crete, Greece, 4-7 June 2019 [online]
  14. Olegs Nikisins, Anjith George, and Sébastien Marcel, Domain Adaptation in Multi-Channel Autoencoder Based Features for Robust Face Anti-Spoofing, Proceedings of 12th IAPR International Conference on Biometrics (ICB), Crete, Greece, 4-7 June 2019 [online]
  15. Marta Gomez-Barrero, Jascha Kolberg, and Christoph Busch, Multi-Modal Fingerprint Presentation Attack Detection: Analyzing the Surface and the Inside, Proceedings of 12th IAPR International Conference on Biometrics (ICB), Crete, Greece, 4-7 June 2019 [online]
  16. C. Sun , A.Jagannathan, J. L. Habif, M. Hussein, L. Spinoulas, and W. Abd-Almageed, Quantitative Laser Speckle Contrast Imaging for Presentation Attack Detection in Biometric Authentication Systems, Proceedings of SPIE 11020, Smart Biomedical and Physiological Sensor Technology XV, 1102008, May 2019 [online]
  17. Mohamed Hussein, Leonidas Spinoulas, Fei Xiong, and Wael AbdAlmageed, Fingerprint Presentation Attack Detection Using a Novel Multi-Spectral Capture Device and Patch-Based Convolutional Neural Networks, Proceedings of IEEE International Workshop on Information Forensics and Security (WIFS), Hong-Kong, China, 11-13 December 2018 [online]
  18. Marta Gomez-Barrero, Jascha Kolberg, and Christoph Busch, Towards Multi-Modal Finger Presentation Attack Detection, Proceedings of International Conference on Signal Image Technology \& Internet Based Systems (SITIS), Las Palmas de Gran Canaria, Spain, 26-29 November 2018 [online]
  19. Sushil Bhattacharjee, Amir Mohammadi, and Sebastien Marcel, Spoofing Deep Face Recognition with Custom Silicone Masks, Proceedings of 9th IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS), Los Angeles, CA/USA, 22-26 October 2018 [online]
  20. Fei Xiong and Wael AbdAlmageed, Unknown Presentation Attack Detection with Face RGB Images, Proceedings of 9th IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS), Los Angeles, CA/USA, 22-26 October 2018 [online]
  21. Guillaume Heusch and Sebastien Marcel, Pulse-based Features for Face Presentation Attack Detection, Proceedings of 9th IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), Los Angeles, CA/USA, 22-26 October 2018 [online]
  22. Ruben Tolosana, Marta Gomez-Barrero, Jascha Kolberg, Aythami Morales, Christoph Busch, and Javier Ortega-Garcia, Towards Fingerprint Presentation Attack Detection Based on Convolutional Neural Networks and Short Wave Infrared Imaging, 17th International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, 26-28 September 2018 [online]
  23. Pascal Keilbach, Jascha Kolberg, Marta Gomez-Barrero, Christoph Busch, and Hanno Langweg, Fingerprint Presentation Attack Detection using Laser Speckle Contrast Imaging, 17th International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, 26-28 September 2018 [online]
  24. Marta Gomez-Barrero, Jascha Kolberg, and Christoph Busch, Towards Fingerprint Presentation Attack Detection Based on Short Wave Infrared Imaging and Spectral Signatures, Proceedings of the Norwegian Information Security Conference (NISK), Vol. 11, Longyearbyen, Svalbard, Norway, 18-20 September 2018 [online]
  25. Olegs Nikisins, Amir Mohammadi, Andre Anjos, and Sebastien Marcel, On Effectiveness of Anomaly Detection Approaches against Unseen Presentation Attacks in Face Anti-Spoofing, 11th International Conference on Biometrics (ICB), Gold Coast, Queensland, Australia, 20-23 February 2018, pp. 75-81 [online]
  26. Amir Mohammadi, Sushil Bhattacharjee, and Sebastien Marcel, Deeply Vulnerable - a Study of the Robustness of Face Recognition to Presentation Attacks, IET Biometrics Journal, vol.7, issue 1, pp. 15-26, January 2018 [online]
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