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37 Publications
2026 | Journal Article | LibreCat-ID: 64209
Bora, R. P., Terhörst, P., Veldhuis, R. N. J., Ramachandra, R., & Raja, K. B. (2026). Bay-CoFE: Bayesian consistency-driven feature elimination for eXplainable AI. Neurocomputing, 667, 132219. https://doi.org/10.1016/J.NEUCOM.2025.132219
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2026 | Journal Article | LibreCat-ID: 64208
Bora, R. P., Terhörst, P., Veldhuis, R. N. J., Ramachandra, R., & Raja, K. B. (2026). FRIES: Framework for inconsistency estimation of saliency metrics. Pattern Recognit., 171, 112136. https://doi.org/10.1016/J.PATCOG.2025.112136
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2025 | Book Chapter | LibreCat-ID: 64201
DeAndres-Tame, I., Faisal, M., Tolosana, R., Al-Refai, R., Vera-Rodriguez, R., & Terhörst, P. (2025). From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing. In Lecture Notes in Computer Science. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-87657-8_22
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2025 | Conference Paper | LibreCat-ID: 64204
Voth, D., Dane, L., Grebe, J., Peitz, S., & Terhörst, P. (2025). Effective Backdoor Learning on Open-Set Face Recognition Systems. 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). https://doi.org/10.1109/wacv61041.2025.00109
LibreCat
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2025 | Conference Paper | LibreCat-ID: 64203
Al-Refai, R., Hempel, P., Biagi, C., & Terhörst, P. (2025). FALCON: Fair Face Recognition via Local Optimal Feature Normalization. 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). https://doi.org/10.1109/wacv61041.2025.00337
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2025 | Conference Paper | LibreCat-ID: 64207
Bora, R. P., Terhörst, P., Veldhuis, R. N. J., Ramachandra, R., & Raja, K. B. (2025). BELIEF - Bayesian Sign Entropy Regularization for LIME Framework. In S. Chiappa & S. Magliacane (Eds.), Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace, Rio de Janeiro, Brazil, 21-25 July 2025 (Vol. 286, pp. 332–354). PMLR.
LibreCat
2025 | Conference Paper | LibreCat-ID: 64205
Xu, Y., Terhörst, P., Pedersen, M., & Raja, K. (2025). Chasing Shadows: Solving Deepfake Detection Benchmarks Using Irrelevant Features Only. 2025 IEEE 19th International Conference on Automatic Face and Gesture Recognition (FG). https://doi.org/10.1109/fg61629.2025.11099163
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2025 | Journal Article | LibreCat-ID: 64206
Groß, S., Heindorf, S., & Terhörst, P. (2025). A Responsible Face Recognition Approach for Small and Mid-Scale Systems Through Personalized Neural Networks. CoRR, abs/2505.19920. https://doi.org/10.48550/ARXIV.2505.19920
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2025 | Journal Article | LibreCat-ID: 64210
Al-Refai, R., Ramasamy, P. P., Ramesh, R., Arias-Cabarcos, P., & Terhörst, P. (2025). A Comprehensive Re-Evaluation of Biometric Modality Properties in the Modern Era. ArXiv Preprint ArXiv:2508.13874.
LibreCat
2024 | Journal Article | LibreCat-ID: 64193
Xu, Y., Terhörst, P., Pedersen, M., & Raja, K. (2024). Analyzing Fairness in Deepfake Detection With Massively Annotated Databases. IEEE Transactions on Technology and Society, 5(1), 93–106. https://doi.org/10.1109/tts.2024.3365421
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2024 | Conference Paper | LibreCat-ID: 64192
Bora, R. P., Terhörst, P., Veldhuis, R., Ramachandra, R., & Raja, K. (2024). SLICE: Stabilized LIME for Consistent Explanations for Image Classification. 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). https://doi.org/10.1109/cvpr52733.2024.01045
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2024 | Conference Paper | LibreCat-ID: 64191
Huber, M., Luu, A. T., Terhörst, P., & Damer, N. (2024). Efficient Explainable Face Verification based on Similarity Score Argument Backpropagation. 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). https://doi.org/10.1109/wacv57701.2024.00467
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2024 | Journal Article | LibreCat-ID: 64197
Chaurasia, A. K., Fallahi, M., Strufe, T., Terhörst, P., & Cabarcos, P. A. (2024). NeuroIDBench: An open-source benchmark framework for the standardization of methodology in brainwave-based authentication research. Journal of Information Security and Applications, 85, Article 103832. https://doi.org/10.1016/j.jisa.2024.103832
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2024 | Book Chapter | LibreCat-ID: 64202
Bora, R. P., Terhörst, P., Veldhuis, R., Ramachandra, R., & Raja, K. (2024). CoFE: Consistency-Driven Feature Elimination for eXplainable AI. In Lecture Notes in Computer Science. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-78189-6_24
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2024 | Conference Paper | LibreCat-ID: 64196
Rot, P., Terhörst, P., Peer, P., & Štruc, V. (2024). ASPECD: Adaptable Soft-Biometric Privacy-Enhancement Using Centroid Decoding for Face Verification. 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG). https://doi.org/10.1109/fg59268.2024.10581923
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2024 | Conference Paper | LibreCat-ID: 64198
Al-Refai, R., Biagi, C., Chen, C., Raja, K., Ramachandra, R., Busch, C., & Terhörst, P. (2024). On the Trustworthiness of Face Morphing Attack Detectors. 2024 IEEE International Joint Conference on Biometrics (IJCB). https://doi.org/10.1109/ijcb62174.2024.10744447
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2024 | Conference Paper | LibreCat-ID: 64195
Saha, P., Sinha, A., & Terhörst, P. (2024). How does Rejecting Low-Confidence Decisions in Face Recognition Affect Fairness? 2024 12th International Workshop on Biometrics and Forensics (IWBF). https://doi.org/10.1109/iwbf62628.2024.10593911
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2023 | Conference Paper | LibreCat-ID: 53358
Terhörst, P., Ihlefeld, M., Huber, M., Damer, N., Kirchbuchner, F., Raja, K., & Kuijper, A. (2023). QMagFace: Simple and Accurate Quality-Aware Face Recognition. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). https://doi.org/10.1109/wacv56688.2023.00348
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2023 | Conference Paper | LibreCat-ID: 53357
Biagi, C., Rethfeld, L., Kuijper, A., & Terhörst, P. (2023). Explaining Face Recognition Through SHAP-Based Pixel-Level Face Image Quality Assessment. 2023 IEEE International Joint Conference on Biometrics (IJCB). https://doi.org/10.1109/ijcb57857.2023.10448905
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2023 | Journal Article | LibreCat-ID: 53356
Terhörst, P., Huber, M., Damer, N., Kirchbuchner, F., Raja, K., & Kuijper, A. (2023). Pixel-Level Face Image Quality Assessment for Explainable Face Recognition. IEEE Transactions on Biometrics, Behavior, and Identity Science, 5(2), 288–297. https://doi.org/10.1109/tbiom.2023.3263186
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