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Sébastien Marcel
First name(s): Sébastien
Last name(s): Marcel

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Publications of Sébastien Marcel
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2023
Inversion of Deep Facial Templates using Synthetic Data, Hatef Otroshi Shahreza and Sébastien Marcel, in: Proceedings of the IEEE International Joint Conference on Biometric, 2023
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Measuring Linkability of Protected Biometric Templates Using Maximal Leakage, Hatef Otroshi Shahreza, Yanina Y. Shkel and Sébastien Marcel, in: IEEE Transactions on Information Forensics and Security, 18:2262 - 2275, 2023
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MLP-Hash: Protecting Face Templates via Hashing of Randomized Multi-Layer Perceptron, Hatef Otroshi Shahreza, Vedrana Krivokuca and Sébastien Marcel, in: Proceedings of the 31st European Signal Processing Conference, Helsinki, Finland, 2023
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Remote Cancelable Biometric System for Verification and Identification Applications, Hatef Otroshi Shahreza, Amina Bassit, Sébastien Marcel and Raymond Veldhuis, in: Proceedings of the International Conference of the Biometrics Special Interest Group (BIOSIG), 2023
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Template Inversion Attack against Face Recognition Systems using 3D Face Reconstruction, Hatef Otroshi Shahreza and Sébastien Marcel, in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pages 19662-19672, 2023
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The Unconstrained Ear Recognition Challenge 2023: Maximizing Performance and Minimizing Bias, Anjith George and Sébastien Marcel, in: IEEE International Joint Conference on Biometrics (IJCB 2023), 2023
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2022
An anomaly detection approach for backdoored neural networks: face recognition as a case study, Alexander Unnervik and Sébastien Marcel, in: 21st International Conference of the Biometrics Special Interest Group (BIOSIG 2022), Darmstadt, Germany, 2022
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Are GAN-based Morphs Threatening Face Recognition?, Eklavya Sarkar, Pavel Korshunov, Laurent Colbois and Sébastien Marcel, in: International Conference on Acoustics, Speech and Signal Processing, 2022
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Face Reconstruction from Deep Facial Embeddings using a Convolutional Neural Network, Hatef Otroshi Shahreza, Vedrana Krivokuca and Sébastien Marcel, in: Proceedings of the 2022 IEEE International Conference on Image Processing (ICIP), Bordeaux, France, IEEE, 2022
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Fairness Index Measures to Evaluate Bias in Biometric Recognition, Ketan Kotwal and Sébastien Marcel, in: International Conference on Pattern Recognition Workshops, 2022
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Hybrid Protection of Biometric Templates by Combining Homomorphic Encryption and Cancelable Biometrics, Hatef Otroshi Shahreza, Christian Rathgeb, Dailé Osorio-Roig, Vedrana Krivokuca, Sébastien Marcel and Christoph Busch, in: Proceedings of the 2022 International Joint Conference on Biometrics (IJCB), Abu Dhabi, United Arab Emirates (UAE), IEEE, 2022
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Indexing Protected Deep Face Templates by Frequent Binary Patterns, Dailé Osorio-Roig, Christian Rathgeb, Hatef Otroshi Shahreza, Christoph Busch and Sébastien Marcel, in: Proceedings of the 2022 International Joint Conference on Biometrics (IJCB), Abu Dhabi, United Arab Emirates (UAE), IEEE, 2022
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On the detection of morphing attacks generated by GANs, Laurent Colbois and Sébastien Marcel, in: 21st International Conference of the Biometrics Special Interest Group (BIOSIG 2022), 2022
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Residual Feature Pyramid Network for Enhancement of Vascular Patterns, Ketan Kotwal and Sébastien Marcel, in: IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
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Towards Protecting Face Embeddings in Mobile Face Verification Scenarios, Vedrana Krivokuca and Sébastien Marcel, in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 4(1):117-134, 2022
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