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37 Publications
2026 | Journal Article | LibreCat-ID: 64209
Bora, Revoti Prasad, Philipp Terhörst, Raymond N. J. Veldhuis, Raghavendra Ramachandra, and Kiran B. Raja. “Bay-CoFE: Bayesian Consistency-Driven Feature Elimination for EXplainable AI.” Neurocomputing 667 (2026): 132219. https://doi.org/10.1016/J.NEUCOM.2025.132219.
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2026 | Journal Article | LibreCat-ID: 64208
Bora, Revoti Prasad, Philipp Terhörst, Raymond N. J. Veldhuis, Raghavendra Ramachandra, and Kiran B. Raja. “FRIES: Framework for Inconsistency Estimation of Saliency Metrics.” Pattern Recognit. 171 (2026): 112136. https://doi.org/10.1016/J.PATCOG.2025.112136.
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2025 | Book Chapter | LibreCat-ID: 64201
DeAndres-Tame, Ivan, Muhammad Faisal, Ruben Tolosana, Rouqaiah Al-Refai, Ruben Vera-Rodriguez, and Philipp Terhörst. “From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing.” In Lecture Notes in Computer Science. Cham: Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-87657-8_22.
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2025 | Conference Paper | LibreCat-ID: 64204
Voth, Diana, Leonidas Dane, Jonas Grebe, Sebastian Peitz, and Philipp Terhörst. “Effective Backdoor Learning on Open-Set Face Recognition Systems.” In 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE, 2025. https://doi.org/10.1109/wacv61041.2025.00109.
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2025 | Conference Paper | LibreCat-ID: 64203
Al-Refai, Rouqaiah, Philipp Hempel, Clara Biagi, and Philipp Terhörst. “FALCON: Fair Face Recognition via Local Optimal Feature Normalization.” In 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE, 2025. https://doi.org/10.1109/wacv61041.2025.00337.
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2025 | Conference Paper | LibreCat-ID: 64207
Bora, Revoti Prasad, Philipp Terhörst, Raymond N. J. Veldhuis, Raghavendra Ramachandra, and Kiran Bylappa Raja. “BELIEF - Bayesian Sign Entropy Regularization for LIME Framework.” In Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace, Rio de Janeiro, Brazil, 21-25 July 2025, edited by Silvia Chiappa and Sara Magliacane, 286:332–354. Proceedings of Machine Learning Research. PMLR, 2025.
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2025 | Conference Paper | LibreCat-ID: 64205
Xu, Ying, Philipp Terhörst, Marius Pedersen, and Kiran Raja. “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. https://doi.org/10.1109/fg61629.2025.11099163.
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2025 | Journal Article | LibreCat-ID: 64206
Groß, Sebastian, Stefan Heindorf, and Philipp Terhörst. “A Responsible Face Recognition Approach for Small and Mid-Scale Systems Through Personalized Neural Networks.” CoRR abs/2505.19920 (2025). https://doi.org/10.48550/ARXIV.2505.19920.
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2025 | Journal Article | LibreCat-ID: 64210
Al-Refai, Rouqaiah, Pankaja Priya Ramasamy, Ragini Ramesh, Patricia Arias-Cabarcos, and Philipp Terhörst. “A Comprehensive Re-Evaluation of Biometric Modality Properties in the Modern Era.” ArXiv Preprint ArXiv:2508.13874, 2025.
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2024 | Journal Article | LibreCat-ID: 64193
Xu, Ying, Philipp Terhörst, Marius Pedersen, and Kiran Raja. “Analyzing Fairness in Deepfake Detection With Massively Annotated Databases.” IEEE Transactions on Technology and Society 5, no. 1 (2024): 93–106. https://doi.org/10.1109/tts.2024.3365421.
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2024 | Conference Paper | LibreCat-ID: 64192
Bora, Revoti Prasad, Philipp Terhörst, Raymond Veldhuis, Raghavendra Ramachandra, and Kiran Raja. “SLICE: Stabilized LIME for Consistent Explanations for Image Classification.” In 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, 2024. https://doi.org/10.1109/cvpr52733.2024.01045.
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2024 | Conference Paper | LibreCat-ID: 64191
Huber, Marco, Anh Thi Luu, Philipp Terhörst, and Naser Damer. “Efficient Explainable Face Verification Based on Similarity Score Argument Backpropagation.” In 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE, 2024. https://doi.org/10.1109/wacv57701.2024.00467.
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2024 | Journal Article | LibreCat-ID: 64197
Chaurasia, Avinash Kumar, Matin Fallahi, Thorsten Strufe, Philipp Terhörst, and Patricia Arias Cabarcos. “NeuroIDBench: An Open-Source Benchmark Framework for the Standardization of Methodology in Brainwave-Based Authentication Research.” Journal of Information Security and Applications 85 (2024). https://doi.org/10.1016/j.jisa.2024.103832.
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2024 | Book Chapter | LibreCat-ID: 64202
Bora, Revoti Prasad, Philipp Terhörst, Raymond Veldhuis, Raghavendra Ramachandra, and Kiran Raja. “CoFE: Consistency-Driven Feature Elimination for EXplainable AI.” In Lecture Notes in Computer Science. Cham: Springer Nature Switzerland, 2024. https://doi.org/10.1007/978-3-031-78189-6_24.
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2024 | Conference Paper | LibreCat-ID: 64196
Rot, Peter, Philipp Terhörst, Peter Peer, and Vitomir Štruc. “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. https://doi.org/10.1109/fg59268.2024.10581923.
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2024 | Conference Paper | LibreCat-ID: 64198
Al-Refai, Rouqaiah, Clara Biagi, Cong Chen, Kiran Raja, Raghavendra Ramachandra, Christoph Busch, and Philipp Terhörst. “On the Trustworthiness of Face Morphing Attack Detectors.” In 2024 IEEE International Joint Conference on Biometrics (IJCB). IEEE, 2024. https://doi.org/10.1109/ijcb62174.2024.10744447.
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2024 | Conference Paper | LibreCat-ID: 64195
Saha, Pritilata, Abhirup Sinha, and Philipp Terhörst. “How Does Rejecting Low-Confidence Decisions in Face Recognition Affect Fairness?” In 2024 12th International Workshop on Biometrics and Forensics (IWBF). IEEE, 2024. https://doi.org/10.1109/iwbf62628.2024.10593911.
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2023 | Conference Paper | LibreCat-ID: 53358
Terhörst, Philipp, Malte Ihlefeld, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran Raja, and Arjan Kuijper. “QMagFace: Simple and Accurate Quality-Aware Face Recognition.” In 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE, 2023. https://doi.org/10.1109/wacv56688.2023.00348.
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2023 | Conference Paper | LibreCat-ID: 53357
Biagi, Clara, Louis Rethfeld, Arjan Kuijper, and Philipp Terhörst. “Explaining Face Recognition Through SHAP-Based Pixel-Level Face Image Quality Assessment.” In 2023 IEEE International Joint Conference on Biometrics (IJCB). IEEE, 2023. https://doi.org/10.1109/ijcb57857.2023.10448905.
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2023 | Journal Article | LibreCat-ID: 53356
Terhörst, Philipp, Marco Huber, Naser Damer, Florian Kirchbuchner, Kiran Raja, and Arjan Kuijper. “Pixel-Level Face Image Quality Assessment for Explainable Face Recognition.” IEEE Transactions on Biometrics, Behavior, and Identity Science 5, no. 2 (2023): 288–97. https://doi.org/10.1109/tbiom.2023.3263186.
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