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37 Publications
2026 | Journal Article | LibreCat-ID: 64209
Bora RP, Terhörst P, Veldhuis RNJ, Ramachandra R, Raja KB. Bay-CoFE: Bayesian consistency-driven feature elimination for eXplainable AI. Neurocomputing. 2026;667:132219. doi:10.1016/J.NEUCOM.2025.132219
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2026 | Journal Article | LibreCat-ID: 64208
Bora RP, Terhörst P, Veldhuis RNJ, Ramachandra R, Raja KB. FRIES: Framework for inconsistency estimation of saliency metrics. Pattern Recognit. 2026;171:112136. doi: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. From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing. In: Lecture Notes in Computer Science. Springer Nature Switzerland; 2025. doi: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. Effective Backdoor Learning on Open-Set Face Recognition Systems. In: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE; 2025. doi:10.1109/wacv61041.2025.00109
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2025 | Conference Paper | LibreCat-ID: 64203
Al-Refai R, Hempel P, Biagi C, Terhörst P. FALCON: Fair Face Recognition via Local Optimal Feature Normalization. In: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE; 2025. doi:10.1109/wacv61041.2025.00337
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2025 | Conference Paper | LibreCat-ID: 64207
Bora RP, Terhörst P, Veldhuis RNJ, Ramachandra R, Raja KB. BELIEF - Bayesian Sign Entropy Regularization for LIME Framework. In: Chiappa S, Magliacane S, eds. Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace, Rio de Janeiro, Brazil, 21-25 July 2025. Vol 286. Proceedings of Machine Learning Research. PMLR; 2025:332–354.
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2025 | Conference Paper | LibreCat-ID: 64205
Xu Y, Terhörst P, Pedersen M, Raja K. Chasing Shadows: Solving Deepfake Detection Benchmarks Using Irrelevant Features Only. In: 2025 IEEE 19th International Conference on Automatic Face and Gesture Recognition (FG). IEEE; 2025. doi:10.1109/fg61629.2025.11099163
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2025 | Journal Article | LibreCat-ID: 64206
Groß S, Heindorf S, Terhörst P. A Responsible Face Recognition Approach for Small and Mid-Scale Systems Through Personalized Neural Networks. CoRR. 2025;abs/2505.19920. doi:10.48550/ARXIV.2505.19920
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2025 | Journal Article | LibreCat-ID: 64210
Al-Refai R, Ramasamy PP, Ramesh R, Arias-Cabarcos P, Terhörst P. A Comprehensive Re-Evaluation of Biometric Modality Properties in the Modern Era. arXiv preprint arXiv:250813874. Published online 2025.
LibreCat
2024 | Journal Article | LibreCat-ID: 64193
Xu Y, Terhörst P, Pedersen M, Raja K. Analyzing Fairness in Deepfake Detection With Massively Annotated Databases. IEEE Transactions on Technology and Society. 2024;5(1):93-106. doi:10.1109/tts.2024.3365421
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2024 | Conference Paper | LibreCat-ID: 64192
Bora RP, Terhörst P, Veldhuis R, Ramachandra R, Raja K. SLICE: Stabilized LIME for Consistent Explanations for Image Classification. In: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE; 2024. doi:10.1109/cvpr52733.2024.01045
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2024 | Conference Paper | LibreCat-ID: 64191
Huber M, Luu AT, Terhörst P, Damer N. Efficient Explainable Face Verification based on Similarity Score Argument Backpropagation. In: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE; 2024. doi:10.1109/wacv57701.2024.00467
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2024 | Journal Article | LibreCat-ID: 64197
Chaurasia AK, Fallahi M, Strufe T, Terhörst P, Cabarcos PA. NeuroIDBench: An open-source benchmark framework for the standardization of methodology in brainwave-based authentication research. Journal of Information Security and Applications. 2024;85. doi:10.1016/j.jisa.2024.103832
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2024 | Book Chapter | LibreCat-ID: 64202
Bora RP, Terhörst P, Veldhuis R, Ramachandra R, Raja K. CoFE: Consistency-Driven Feature Elimination for eXplainable AI. In: Lecture Notes in Computer Science. Springer Nature Switzerland; 2024. doi: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. ASPECD: Adaptable Soft-Biometric Privacy-Enhancement Using Centroid Decoding for Face Verification. In: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG). IEEE; 2024. doi:10.1109/fg59268.2024.10581923
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2024 | Conference Paper | LibreCat-ID: 64198
Al-Refai R, Biagi C, Chen C, et al. On the Trustworthiness of Face Morphing Attack Detectors. In: 2024 IEEE International Joint Conference on Biometrics (IJCB). IEEE; 2024. doi:10.1109/ijcb62174.2024.10744447
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2024 | Conference Paper | LibreCat-ID: 64195
Saha P, Sinha A, Terhörst P. How does Rejecting Low-Confidence Decisions in Face Recognition Affect Fairness? In: 2024 12th International Workshop on Biometrics and Forensics (IWBF). IEEE; 2024. doi:10.1109/iwbf62628.2024.10593911
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2023 | Conference Paper | LibreCat-ID: 53358
Terhörst P, Ihlefeld M, Huber M, et al. QMagFace: Simple and Accurate Quality-Aware Face Recognition. In: 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE; 2023. doi:10.1109/wacv56688.2023.00348
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2023 | Conference Paper | LibreCat-ID: 53357
Biagi C, Rethfeld L, Kuijper A, Terhörst P. Explaining Face Recognition Through SHAP-Based Pixel-Level Face Image Quality Assessment. In: 2023 IEEE International Joint Conference on Biometrics (IJCB). IEEE; 2023. doi: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. Pixel-Level Face Image Quality Assessment for Explainable Face Recognition. IEEE Transactions on Biometrics, Behavior, and Identity Science. 2023;5(2):288-297. doi:10.1109/tbiom.2023.3263186
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