Publications of project Biometrics Center
2024
| Assessing the Reliability of Biometric Authentication on Virtual Reality Devices, , and , in: Proceedings of IEEE International Joint Conference on Biometrics, 2024 |
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| Deep Variational Privacy Funnel: General Modeling with Applications in Face Recognition, , and , in: 49th IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, 2024 |
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| Demographic Fairness Transformer for Bias Mitigation in Face Recognition, and , in: Proceedings of IEEE International Joint Conference on Biometrics (IJCB2024), 2024 |
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| Evaluating the Effectiveness of Attack-Agnostic Features for Morphing Attack Detection, and , in: International Joint Conference on Biometrics, 2024 |
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| From Modalities to Styles: Rethinking the Domain Gap in Heterogeneous Face Recognition, and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2024 |
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| Group Membership Verification via Nonlinear Sparsifying Transform Learning, , , , , , and , in: IEEE Access, 12:86739-86751, 2024 |
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| Latent Enhancing AutoEncoder for Occluded Image Classification, , in: Proceedings of International Conference on Image Processing, 2024 |
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| Mirror-based Full-View Finger Vein Authentication with Illumination Adaptation, , , , and , in: IEEE Transactions on Circuits and Systems for Video Technology, 2024 |
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| PRIMIS: Privacy-Preserving Medical Image Sharing via Deep Sparsifying Transform Learning with Obfuscation, , , , , , , and , in: Journal of Biomedical Informatics, Elsevier, 150, 2024 |
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| VRBiom: A New Periocular Dataset for Biometric Applications of HMD, , and , Idiap-RR-03-2024 |
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2023
| Approximating Optimal Morphing Attacks using Template Inversion, , and , in: IEEE International Joint Conference on Biometric, 2023 |
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| Approximating Optimal Morphing Attacks using Template Inversion, , and , Idiap-RR-07-2023 |
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| Bridging the Gap: Heterogeneous Face Recognition with Conditional Adaptive Instance Modulation, and , in: IJCB, 2023 |
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| Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes, , , and , in: IEEE International Joint Conference on Biometrics, 2023 |
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2022
| An anomaly detection approach for backdoored neural networks: face recognition as a case study, and , 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?, , , and , in: International Conference on Acoustics, Speech and Signal Processing, 2022 |
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| Custom attribution loss for improving generalization and interpretability of deepfake detection, , and , in: International Conference on Acoustics, Speech, and Signal Processing, 2022 |
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| Eight Years of Face Recognition Research: Reproducibility, Achievements and Open Issues, , , , , and , Idiap-RR-09-2022 |
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| On the detection of morphing attacks generated by GANs, and , Idiap-RR-07-2022 |
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| On the detection of morphing attacks generated by GANs, and , 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, and , in: IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022 |
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2021
| Improving Generalization of Deepfake Detection by Training for Attribution, , and , in: International Workshop on Multimedia Signal Processing, 2021 |
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| Improving Generalization of Deepfake Detection with Data Farming and Few-Shot Learning, and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021 |
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| On the use of automatically generated synthetic image datasets for benchmarking face recognition, , and , in: International Joint Conference on Biometrics (IJCB 2021), 2021 |
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| Subjective and objective evaluation of deepfake videos, and , in: The international Conference on Acoustics, Speech, and Signal Processing, 2021 |
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