37 Publications
2026 | Journal Article | LibreCat-ID: 64209
@article{Bora_Terhörst_Veldhuis_Ramachandra_Raja_2026, title={Bay-CoFE: Bayesian consistency-driven feature elimination for eXplainable AI}, volume={667}, DOI={10.1016/J.NEUCOM.2025.132219}, journal={Neurocomputing}, author={Bora, Revoti Prasad and Terhörst, Philipp and Veldhuis, Raymond N. J. and Ramachandra, Raghavendra and Raja, Kiran B.}, year={2026}, pages={132219} }
LibreCat
| DOI
2026 | Journal Article | LibreCat-ID: 64208
@article{Bora_Terhörst_Veldhuis_Ramachandra_Raja_2026, title={FRIES: Framework for inconsistency estimation of saliency metrics}, volume={171}, DOI={10.1016/J.PATCOG.2025.112136}, journal={Pattern Recognit.}, author={Bora, Revoti Prasad and Terhörst, Philipp and Veldhuis, Raymond N. J. and Ramachandra, Raghavendra and Raja, Kiran B.}, year={2026}, pages={112136} }
LibreCat
| DOI
2025 | Book Chapter | LibreCat-ID: 64201
@inbook{DeAndres-Tame_Faisal_Tolosana_Al-Refai_Vera-Rodriguez_Terhörst_2025, place={Cham}, title={From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing}, DOI={10.1007/978-3-031-87657-8_22}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={DeAndres-Tame, Ivan and Faisal, Muhammad and Tolosana, Ruben and Al-Refai, Rouqaiah and Vera-Rodriguez, Ruben and Terhörst, Philipp}, year={2025} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 64204
@inproceedings{Voth_Dane_Grebe_Peitz_Terhörst_2025, title={Effective Backdoor Learning on Open-Set Face Recognition Systems}, DOI={10.1109/wacv61041.2025.00109}, booktitle={2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, publisher={IEEE}, author={Voth, Diana and Dane, Leonidas and Grebe, Jonas and Peitz, Sebastian and Terhörst, Philipp}, year={2025} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 64203
@inproceedings{Al-Refai_Hempel_Biagi_Terhörst_2025, title={FALCON: Fair Face Recognition via Local Optimal Feature Normalization}, DOI={10.1109/wacv61041.2025.00337}, booktitle={2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, publisher={IEEE}, author={Al-Refai, Rouqaiah and Hempel, Philipp and Biagi, Clara and Terhörst, Philipp}, year={2025} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 64207
@inproceedings{Bora_Terhörst_Veldhuis_Ramachandra_Raja_2025, series={Proceedings of Machine Learning Research}, title={BELIEF - Bayesian Sign Entropy Regularization for LIME Framework}, volume={286}, booktitle={Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace, Rio de Janeiro, Brazil, 21-25 July 2025}, publisher={PMLR}, author={Bora, Revoti Prasad and Terhörst, Philipp and Veldhuis, Raymond N. J. and Ramachandra, Raghavendra and Raja, Kiran Bylappa}, editor={Chiappa, Silvia and Magliacane, Sara}, year={2025}, pages={332–354}, collection={Proceedings of Machine Learning Research} }
LibreCat
2025 | Conference Paper | LibreCat-ID: 64205
@inproceedings{Xu_Terhörst_Pedersen_Raja_2025, title={Chasing Shadows: Solving Deepfake Detection Benchmarks Using Irrelevant Features Only}, DOI={10.1109/fg61629.2025.11099163}, booktitle={2025 IEEE 19th International Conference on Automatic Face and Gesture Recognition (FG)}, publisher={IEEE}, author={Xu, Ying and Terhörst, Philipp and Pedersen, Marius and Raja, Kiran}, year={2025} }
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 64206
@article{Groß_Heindorf_Terhörst_2025, title={A Responsible Face Recognition Approach for Small and Mid-Scale Systems Through Personalized Neural Networks}, volume={abs/2505.19920}, DOI={10.48550/ARXIV.2505.19920}, journal={CoRR}, author={Groß, Sebastian and Heindorf, Stefan and Terhörst, Philipp}, year={2025} }
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 64210
@article{Al-Refai_Ramasamy_Ramesh_Arias-Cabarcos_Terhörst_2025, title={A Comprehensive Re-Evaluation of Biometric Modality Properties in the Modern Era}, journal={arXiv preprint arXiv:2508.13874}, author={Al-Refai, Rouqaiah and Ramasamy, Pankaja Priya and Ramesh, Ragini and Arias-Cabarcos, Patricia and Terhörst, Philipp}, year={2025} }
LibreCat
2024 | Journal Article | LibreCat-ID: 64193
@article{Xu_Terhörst_Pedersen_Raja_2024, title={Analyzing Fairness in Deepfake Detection With Massively Annotated Databases}, volume={5}, DOI={10.1109/tts.2024.3365421}, number={1}, journal={IEEE Transactions on Technology and Society}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Xu, Ying and Terhörst, Philipp and Pedersen, Marius and Raja, Kiran}, year={2024}, pages={93–106} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 64192
@inproceedings{Bora_Terhörst_Veldhuis_Ramachandra_Raja_2024, title={SLICE: Stabilized LIME for Consistent Explanations for Image Classification}, DOI={10.1109/cvpr52733.2024.01045}, booktitle={2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, publisher={IEEE}, author={Bora, Revoti Prasad and Terhörst, Philipp and Veldhuis, Raymond and Ramachandra, Raghavendra and Raja, Kiran}, year={2024} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 64191
@inproceedings{Huber_Luu_Terhörst_Damer_2024, title={Efficient Explainable Face Verification based on Similarity Score Argument Backpropagation}, DOI={10.1109/wacv57701.2024.00467}, booktitle={2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, publisher={IEEE}, author={Huber, Marco and Luu, Anh Thi and Terhörst, Philipp and Damer, Naser}, year={2024} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 64197
@article{Chaurasia_Fallahi_Strufe_Terhörst_Cabarcos_2024, title={NeuroIDBench: An open-source benchmark framework for the standardization of methodology in brainwave-based authentication research}, volume={85}, DOI={10.1016/j.jisa.2024.103832}, number={103832}, journal={Journal of Information Security and Applications}, publisher={Elsevier BV}, author={Chaurasia, Avinash Kumar and Fallahi, Matin and Strufe, Thorsten and Terhörst, Philipp and Cabarcos, Patricia Arias}, year={2024} }
LibreCat
| DOI
2024 | Book Chapter | LibreCat-ID: 64202
@inbook{Bora_Terhörst_Veldhuis_Ramachandra_Raja_2024, place={Cham}, title={CoFE: Consistency-Driven Feature Elimination for eXplainable AI}, DOI={10.1007/978-3-031-78189-6_24}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Bora, Revoti Prasad and Terhörst, Philipp and Veldhuis, Raymond and Ramachandra, Raghavendra and Raja, Kiran}, year={2024} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 64196
@inproceedings{Rot_Terhörst_Peer_Štruc_2024, title={ASPECD: Adaptable Soft-Biometric Privacy-Enhancement Using Centroid Decoding for Face Verification}, DOI={10.1109/fg59268.2024.10581923}, booktitle={2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)}, publisher={IEEE}, author={Rot, Peter and Terhörst, Philipp and Peer, Peter and Štruc, Vitomir}, year={2024} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 64198
@inproceedings{Al-Refai_Biagi_Chen_Raja_Ramachandra_Busch_Terhörst_2024, title={On the Trustworthiness of Face Morphing Attack Detectors}, DOI={10.1109/ijcb62174.2024.10744447}, booktitle={2024 IEEE International Joint Conference on Biometrics (IJCB)}, publisher={IEEE}, author={Al-Refai, Rouqaiah and Biagi, Clara and Chen, Cong and Raja, Kiran and Ramachandra, Raghavendra and Busch, Christoph and Terhörst, Philipp}, year={2024} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 64195
@inproceedings{Saha_Sinha_Terhörst_2024, title={How does Rejecting Low-Confidence Decisions in Face Recognition Affect Fairness?}, DOI={10.1109/iwbf62628.2024.10593911}, booktitle={2024 12th International Workshop on Biometrics and Forensics (IWBF)}, publisher={IEEE}, author={Saha, Pritilata and Sinha, Abhirup and Terhörst, Philipp}, year={2024} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 53358
@inproceedings{Terhörst_Ihlefeld_Huber_Damer_Kirchbuchner_Raja_Kuijper_2023, title={QMagFace: Simple and Accurate Quality-Aware Face Recognition}, DOI={10.1109/wacv56688.2023.00348}, booktitle={2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, publisher={IEEE}, author={Terhörst, Philipp and Ihlefeld, Malte and Huber, Marco and Damer, Naser and Kirchbuchner, Florian and Raja, Kiran and Kuijper, Arjan}, year={2023} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 53357
@inproceedings{Biagi_Rethfeld_Kuijper_Terhörst_2023, title={Explaining Face Recognition Through SHAP-Based Pixel-Level Face Image Quality Assessment}, DOI={10.1109/ijcb57857.2023.10448905}, booktitle={2023 IEEE International Joint Conference on Biometrics (IJCB)}, publisher={IEEE}, author={Biagi, Clara and Rethfeld, Louis and Kuijper, Arjan and Terhörst, Philipp}, year={2023} }
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 53356
@article{Terhörst_Huber_Damer_Kirchbuchner_Raja_Kuijper_2023, title={Pixel-Level Face Image Quality Assessment for Explainable Face Recognition}, volume={5}, DOI={10.1109/tbiom.2023.3263186}, number={2}, journal={IEEE Transactions on Biometrics, Behavior, and Identity Science}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Terhörst, Philipp and Huber, Marco and Damer, Naser and Kirchbuchner, Florian and Raja, Kiran and Kuijper, Arjan}, year={2023}, pages={288–297} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 53355
@inproceedings{Neto_Sequeira_Cardoso_Terhörst_2023, title={PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric Face Recognition}, DOI={10.1109/cvprw59228.2023.00109}, booktitle={2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)}, publisher={IEEE}, author={Neto, Pedro C. and Sequeira, Ana F. and Cardoso, Jaime S. and Terhörst, Philipp}, year={2023} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 53354
@inproceedings{Huber_Terhörst_Kirchbuchner_Kuijper_Damer_2023, title={Uncertainty-aware Comparison Scores for Face Recognition}, DOI={10.1109/iwbf57495.2023.10157282}, booktitle={2023 11th International Workshop on Biometrics and Forensics (IWBF)}, publisher={IEEE}, author={Huber, Marco and Terhörst, Philipp and Kirchbuchner, Florian and Kuijper, Arjan and Damer, Naser}, year={2023} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 38126
@inproceedings{Terhörst_Ihlefeld_Huber_Damer_Kirchbuchner_Raja_Kuijper_2023, title={QMagFace: Simple and Accurate Quality-Aware Face Recognition}, booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, author={Terhörst, Philipp and Ihlefeld, Malte and Huber, Marco and Damer, Naser and Kirchbuchner, Florian and Raja, Kiran and Kuijper, Arjan}, year={2023}, pages={3484–3494} }
LibreCat
2023 | Conference Paper | LibreCat-ID: 53353
@inproceedings{Biagi_Rethfeld_Kuijper_Terhörst_2023, title={Explaining Face Recognition Through SHAP-Based Pixel-Level Face Image Quality Assessment}, DOI={10.1109/ijcb57857.2023.10448905}, booktitle={2023 IEEE International Joint Conference on Biometrics (IJCB)}, publisher={IEEE}, author={Biagi, Clara and Rethfeld, Louis and Kuijper, Arjan and Terhörst, Philipp}, year={2023} }
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 64194
@article{Khodadoust_Monroy_Medina-Pérez_Loyola-González_Kusakunniran_Boller_Terhörst_2023, title={A novel indexing algorithm for latent palmprints leveraging minutiae and orientation field}, volume={21}, DOI={10.1016/j.iswa.2023.200320}, number={200320}, journal={Intelligent Systems with Applications}, publisher={Elsevier BV}, author={Khodadoust, Javad and Monroy, Raúl and Medina-Pérez, Miguel Angel and Loyola-González, Octavio and Kusakunniran, Worapan and Boller, André and Terhörst, Philipp}, year={2023} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 38128
@article{Terhörst_Bierbaum_Huber_Damer_Kirchbuchner_Raja_Kuijper_2022, title={On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations}, journal={International IEEE Joint Conference on Biometrics, IJCB 2022, Abu Dhabi, United Arab Emirates, October 10-13, 2022}, publisher={IEEE}, author={Terhörst, Philipp and Bierbaum, Florian and Huber, Marco and Damer, Naser and Kirchbuchner, Florian and Raja, Kiran and Kuijper, Arjan}, year={2022}, pages={1–8} }
LibreCat
2022 | Conference Paper | LibreCat-ID: 38127
@inproceedings{Huber_Terhörst_Kirchbuchner_Damer_Kuijper_2022, title={On Evaluating Pixel-Level Face Image Quality Assessment}, booktitle={2022 30th European Signal Processing Conference (EUSIPCO)}, author={Huber, Marco and Terhörst, Philipp and Kirchbuchner, Florian and Damer, Naser and Kuijper, Arjan}, year={2022}, pages={1052–1056} }
LibreCat
2022 | Journal Article | LibreCat-ID: 34716
@article{Terhörst_Kolf_Huber_Kirchbuchner_Damer_Moreno_Fierrez_Kuijper_2022, title={A Comprehensive Study on Face Recognition Biases Beyond Demographics}, volume={3}, DOI={10.1109/TTS.2021.3111823}, number={1}, journal={IEEE Transactions on Technology and Society}, author={Terhörst, Philipp and Kolf, Jan Niklas and Huber, Marco and Kirchbuchner, Florian and Damer, Naser and Moreno, Aythami Morales and Fierrez, Julian and Kuijper, Arjan}, year={2022}, pages={16–30} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 34710
@inproceedings{Huber_Terhörst_Luu_Kirchbuchner_Damer_2022, title={Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-aware Face Recognition}, DOI={10.1109/ICPR56361.2022.9956452}, booktitle={26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022}, publisher={IEEE}, author={Huber, Marco and Terhörst, Philipp and Luu, Anh Thi and Kirchbuchner, Florian and Damer, Naser}, year={2022}, pages={938–944} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 34709
@article{Roig_Rathgeb_Drozdowski_Terhörst_Struc_Busch_2022, title={An Attack on Facial Soft-Biometric Privacy Enhancement}, volume={4}, DOI={10.1109/TBIOM.2022.3172724}, number={2}, journal={IEEE Trans. Biom. Behav. Identity Sci.}, author={Roig, Dailé Osorio and Rathgeb, Christian and Drozdowski, Pawel and Terhörst, Philipp and Struc, Vitomir and Busch, Christoph}, year={2022}, pages={263–275} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 34617
@article{Huber_Terhörst_Kirchbuchner_Damer_Kuijper_2022, title={Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition}, DOI={10.48550/ARXIV.2210.10354}, journal={33nd British Machine Vision Conference 2022}, publisher={arXiv}, author={Huber, Marco and Terhörst, Philipp and Kirchbuchner, Florian and Damer, Naser and Kuijper, Arjan}, year={2022} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 34570
@article{Terhörst_2022, title={On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations}, DOI={10.48550/ARXIV.2203.12387}, journal={IEEE IJCB}, author={Terhörst, Philipp}, year={2022} }
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 34715
@inproceedings{Terhörst_Boller_Damer_Kirchbuchner_Kuijper_2021, title={MiDeCon: Unsupervised and Accurate Fingerprint and Minutia Quality Assessment based on Minutia Detection Confidence}, DOI={10.1109/IJCB52358.2021.9484404}, booktitle={International IEEE Joint Conference on Biometrics, IJCB 2021, Shenzhen, China, August 4-7, 2021}, publisher={IEEE}, author={Terhörst, Philipp and Boller, André and Damer, Naser and Kirchbuchner, Florian and Kuijper, Arjan}, year={2021}, pages={1–8} }
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 34714
@article{Meden_Rot_Terhörst_Damer_Kuijper_Scheirer_Ross_Peer_Struc_2021, title={Privacy-Enhancing Face Biometrics: A Comprehensive Survey}, volume={16}, DOI={10.1109/TIFS.2021.3096024}, journal={IEEE Trans. Inf. Forensics Secur.}, author={Meden, Blaz and Rot, Peter and Terhörst, Philipp and Damer, Naser and Kuijper, Arjan and Scheirer, Walter J. and Ross, Arun and Peer, Peter and Struc, Vitomir}, year={2021}, pages={4147–4183} }
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 34713
@article{Terhörst_Fährmann_Kolf_Damer_Kirchbuchner_Kuijper_2021, title={MAAD-Face: A Massively Annotated Attribute Dataset for Face Images}, volume={16}, DOI={10.1109/TIFS.2021.3096120}, journal={IEEE Trans. Inf. Forensics Secur.}, author={Terhörst, Philipp and Fährmann, Daniel and Kolf, Jan Niklas and Damer, Naser and Kirchbuchner, Florian and Kuijper, Arjan}, year={2021}, pages={3942–3957} }
LibreCat
| DOI
2021 | Dissertation | LibreCat-ID: 34711
@book{Terhörst_2021, title={Mitigating Soft-Biometric Driven Bias and Privacy Concerns in Face Recognition Systems}, publisher={Technical University of Darmstadt, Germany}, author={Terhörst, Philipp}, year={2021} }
LibreCat
2021 | Journal Article | LibreCat-ID: 34712
@article{Terhörst_Fährmann_Damer_Kirchbuchner_Kuijper_2021, title={On Soft-Biometric Information Stored in Biometric Face Embeddings}, volume={3}, DOI={10.1109/TBIOM.2021.3093920}, number={4}, journal={IEEE Trans. Biom. Behav. Identity Sci.}, author={Terhörst, Philipp and Fährmann, Daniel and Damer, Naser and Kirchbuchner, Florian and Kuijper, Arjan}, year={2021}, pages={519–534} }
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37 Publications
2026 | Journal Article | LibreCat-ID: 64209
@article{Bora_Terhörst_Veldhuis_Ramachandra_Raja_2026, title={Bay-CoFE: Bayesian consistency-driven feature elimination for eXplainable AI}, volume={667}, DOI={10.1016/J.NEUCOM.2025.132219}, journal={Neurocomputing}, author={Bora, Revoti Prasad and Terhörst, Philipp and Veldhuis, Raymond N. J. and Ramachandra, Raghavendra and Raja, Kiran B.}, year={2026}, pages={132219} }
LibreCat
| DOI
2026 | Journal Article | LibreCat-ID: 64208
@article{Bora_Terhörst_Veldhuis_Ramachandra_Raja_2026, title={FRIES: Framework for inconsistency estimation of saliency metrics}, volume={171}, DOI={10.1016/J.PATCOG.2025.112136}, journal={Pattern Recognit.}, author={Bora, Revoti Prasad and Terhörst, Philipp and Veldhuis, Raymond N. J. and Ramachandra, Raghavendra and Raja, Kiran B.}, year={2026}, pages={112136} }
LibreCat
| DOI
2025 | Book Chapter | LibreCat-ID: 64201
@inbook{DeAndres-Tame_Faisal_Tolosana_Al-Refai_Vera-Rodriguez_Terhörst_2025, place={Cham}, title={From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing}, DOI={10.1007/978-3-031-87657-8_22}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={DeAndres-Tame, Ivan and Faisal, Muhammad and Tolosana, Ruben and Al-Refai, Rouqaiah and Vera-Rodriguez, Ruben and Terhörst, Philipp}, year={2025} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 64204
@inproceedings{Voth_Dane_Grebe_Peitz_Terhörst_2025, title={Effective Backdoor Learning on Open-Set Face Recognition Systems}, DOI={10.1109/wacv61041.2025.00109}, booktitle={2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, publisher={IEEE}, author={Voth, Diana and Dane, Leonidas and Grebe, Jonas and Peitz, Sebastian and Terhörst, Philipp}, year={2025} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 64203
@inproceedings{Al-Refai_Hempel_Biagi_Terhörst_2025, title={FALCON: Fair Face Recognition via Local Optimal Feature Normalization}, DOI={10.1109/wacv61041.2025.00337}, booktitle={2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, publisher={IEEE}, author={Al-Refai, Rouqaiah and Hempel, Philipp and Biagi, Clara and Terhörst, Philipp}, year={2025} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 64207
@inproceedings{Bora_Terhörst_Veldhuis_Ramachandra_Raja_2025, series={Proceedings of Machine Learning Research}, title={BELIEF - Bayesian Sign Entropy Regularization for LIME Framework}, volume={286}, booktitle={Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace, Rio de Janeiro, Brazil, 21-25 July 2025}, publisher={PMLR}, author={Bora, Revoti Prasad and Terhörst, Philipp and Veldhuis, Raymond N. J. and Ramachandra, Raghavendra and Raja, Kiran Bylappa}, editor={Chiappa, Silvia and Magliacane, Sara}, year={2025}, pages={332–354}, collection={Proceedings of Machine Learning Research} }
LibreCat
2025 | Conference Paper | LibreCat-ID: 64205
@inproceedings{Xu_Terhörst_Pedersen_Raja_2025, title={Chasing Shadows: Solving Deepfake Detection Benchmarks Using Irrelevant Features Only}, DOI={10.1109/fg61629.2025.11099163}, booktitle={2025 IEEE 19th International Conference on Automatic Face and Gesture Recognition (FG)}, publisher={IEEE}, author={Xu, Ying and Terhörst, Philipp and Pedersen, Marius and Raja, Kiran}, year={2025} }
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 64206
@article{Groß_Heindorf_Terhörst_2025, title={A Responsible Face Recognition Approach for Small and Mid-Scale Systems Through Personalized Neural Networks}, volume={abs/2505.19920}, DOI={10.48550/ARXIV.2505.19920}, journal={CoRR}, author={Groß, Sebastian and Heindorf, Stefan and Terhörst, Philipp}, year={2025} }
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 64210
@article{Al-Refai_Ramasamy_Ramesh_Arias-Cabarcos_Terhörst_2025, title={A Comprehensive Re-Evaluation of Biometric Modality Properties in the Modern Era}, journal={arXiv preprint arXiv:2508.13874}, author={Al-Refai, Rouqaiah and Ramasamy, Pankaja Priya and Ramesh, Ragini and Arias-Cabarcos, Patricia and Terhörst, Philipp}, year={2025} }
LibreCat
2024 | Journal Article | LibreCat-ID: 64193
@article{Xu_Terhörst_Pedersen_Raja_2024, title={Analyzing Fairness in Deepfake Detection With Massively Annotated Databases}, volume={5}, DOI={10.1109/tts.2024.3365421}, number={1}, journal={IEEE Transactions on Technology and Society}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Xu, Ying and Terhörst, Philipp and Pedersen, Marius and Raja, Kiran}, year={2024}, pages={93–106} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 64192
@inproceedings{Bora_Terhörst_Veldhuis_Ramachandra_Raja_2024, title={SLICE: Stabilized LIME for Consistent Explanations for Image Classification}, DOI={10.1109/cvpr52733.2024.01045}, booktitle={2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, publisher={IEEE}, author={Bora, Revoti Prasad and Terhörst, Philipp and Veldhuis, Raymond and Ramachandra, Raghavendra and Raja, Kiran}, year={2024} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 64191
@inproceedings{Huber_Luu_Terhörst_Damer_2024, title={Efficient Explainable Face Verification based on Similarity Score Argument Backpropagation}, DOI={10.1109/wacv57701.2024.00467}, booktitle={2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, publisher={IEEE}, author={Huber, Marco and Luu, Anh Thi and Terhörst, Philipp and Damer, Naser}, year={2024} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 64197
@article{Chaurasia_Fallahi_Strufe_Terhörst_Cabarcos_2024, title={NeuroIDBench: An open-source benchmark framework for the standardization of methodology in brainwave-based authentication research}, volume={85}, DOI={10.1016/j.jisa.2024.103832}, number={103832}, journal={Journal of Information Security and Applications}, publisher={Elsevier BV}, author={Chaurasia, Avinash Kumar and Fallahi, Matin and Strufe, Thorsten and Terhörst, Philipp and Cabarcos, Patricia Arias}, year={2024} }
LibreCat
| DOI
2024 | Book Chapter | LibreCat-ID: 64202
@inbook{Bora_Terhörst_Veldhuis_Ramachandra_Raja_2024, place={Cham}, title={CoFE: Consistency-Driven Feature Elimination for eXplainable AI}, DOI={10.1007/978-3-031-78189-6_24}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Bora, Revoti Prasad and Terhörst, Philipp and Veldhuis, Raymond and Ramachandra, Raghavendra and Raja, Kiran}, year={2024} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 64196
@inproceedings{Rot_Terhörst_Peer_Štruc_2024, title={ASPECD: Adaptable Soft-Biometric Privacy-Enhancement Using Centroid Decoding for Face Verification}, DOI={10.1109/fg59268.2024.10581923}, booktitle={2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)}, publisher={IEEE}, author={Rot, Peter and Terhörst, Philipp and Peer, Peter and Štruc, Vitomir}, year={2024} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 64198
@inproceedings{Al-Refai_Biagi_Chen_Raja_Ramachandra_Busch_Terhörst_2024, title={On the Trustworthiness of Face Morphing Attack Detectors}, DOI={10.1109/ijcb62174.2024.10744447}, booktitle={2024 IEEE International Joint Conference on Biometrics (IJCB)}, publisher={IEEE}, author={Al-Refai, Rouqaiah and Biagi, Clara and Chen, Cong and Raja, Kiran and Ramachandra, Raghavendra and Busch, Christoph and Terhörst, Philipp}, year={2024} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 64195
@inproceedings{Saha_Sinha_Terhörst_2024, title={How does Rejecting Low-Confidence Decisions in Face Recognition Affect Fairness?}, DOI={10.1109/iwbf62628.2024.10593911}, booktitle={2024 12th International Workshop on Biometrics and Forensics (IWBF)}, publisher={IEEE}, author={Saha, Pritilata and Sinha, Abhirup and Terhörst, Philipp}, year={2024} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 53358
@inproceedings{Terhörst_Ihlefeld_Huber_Damer_Kirchbuchner_Raja_Kuijper_2023, title={QMagFace: Simple and Accurate Quality-Aware Face Recognition}, DOI={10.1109/wacv56688.2023.00348}, booktitle={2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, publisher={IEEE}, author={Terhörst, Philipp and Ihlefeld, Malte and Huber, Marco and Damer, Naser and Kirchbuchner, Florian and Raja, Kiran and Kuijper, Arjan}, year={2023} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 53357
@inproceedings{Biagi_Rethfeld_Kuijper_Terhörst_2023, title={Explaining Face Recognition Through SHAP-Based Pixel-Level Face Image Quality Assessment}, DOI={10.1109/ijcb57857.2023.10448905}, booktitle={2023 IEEE International Joint Conference on Biometrics (IJCB)}, publisher={IEEE}, author={Biagi, Clara and Rethfeld, Louis and Kuijper, Arjan and Terhörst, Philipp}, year={2023} }
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 53356
@article{Terhörst_Huber_Damer_Kirchbuchner_Raja_Kuijper_2023, title={Pixel-Level Face Image Quality Assessment for Explainable Face Recognition}, volume={5}, DOI={10.1109/tbiom.2023.3263186}, number={2}, journal={IEEE Transactions on Biometrics, Behavior, and Identity Science}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Terhörst, Philipp and Huber, Marco and Damer, Naser and Kirchbuchner, Florian and Raja, Kiran and Kuijper, Arjan}, year={2023}, pages={288–297} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 53355
@inproceedings{Neto_Sequeira_Cardoso_Terhörst_2023, title={PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric Face Recognition}, DOI={10.1109/cvprw59228.2023.00109}, booktitle={2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)}, publisher={IEEE}, author={Neto, Pedro C. and Sequeira, Ana F. and Cardoso, Jaime S. and Terhörst, Philipp}, year={2023} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 53354
@inproceedings{Huber_Terhörst_Kirchbuchner_Kuijper_Damer_2023, title={Uncertainty-aware Comparison Scores for Face Recognition}, DOI={10.1109/iwbf57495.2023.10157282}, booktitle={2023 11th International Workshop on Biometrics and Forensics (IWBF)}, publisher={IEEE}, author={Huber, Marco and Terhörst, Philipp and Kirchbuchner, Florian and Kuijper, Arjan and Damer, Naser}, year={2023} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 38126
@inproceedings{Terhörst_Ihlefeld_Huber_Damer_Kirchbuchner_Raja_Kuijper_2023, title={QMagFace: Simple and Accurate Quality-Aware Face Recognition}, booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}, author={Terhörst, Philipp and Ihlefeld, Malte and Huber, Marco and Damer, Naser and Kirchbuchner, Florian and Raja, Kiran and Kuijper, Arjan}, year={2023}, pages={3484–3494} }
LibreCat
2023 | Conference Paper | LibreCat-ID: 53353
@inproceedings{Biagi_Rethfeld_Kuijper_Terhörst_2023, title={Explaining Face Recognition Through SHAP-Based Pixel-Level Face Image Quality Assessment}, DOI={10.1109/ijcb57857.2023.10448905}, booktitle={2023 IEEE International Joint Conference on Biometrics (IJCB)}, publisher={IEEE}, author={Biagi, Clara and Rethfeld, Louis and Kuijper, Arjan and Terhörst, Philipp}, year={2023} }
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 64194
@article{Khodadoust_Monroy_Medina-Pérez_Loyola-González_Kusakunniran_Boller_Terhörst_2023, title={A novel indexing algorithm for latent palmprints leveraging minutiae and orientation field}, volume={21}, DOI={10.1016/j.iswa.2023.200320}, number={200320}, journal={Intelligent Systems with Applications}, publisher={Elsevier BV}, author={Khodadoust, Javad and Monroy, Raúl and Medina-Pérez, Miguel Angel and Loyola-González, Octavio and Kusakunniran, Worapan and Boller, André and Terhörst, Philipp}, year={2023} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 38128
@article{Terhörst_Bierbaum_Huber_Damer_Kirchbuchner_Raja_Kuijper_2022, title={On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations}, journal={International IEEE Joint Conference on Biometrics, IJCB 2022, Abu Dhabi, United Arab Emirates, October 10-13, 2022}, publisher={IEEE}, author={Terhörst, Philipp and Bierbaum, Florian and Huber, Marco and Damer, Naser and Kirchbuchner, Florian and Raja, Kiran and Kuijper, Arjan}, year={2022}, pages={1–8} }
LibreCat
2022 | Conference Paper | LibreCat-ID: 38127
@inproceedings{Huber_Terhörst_Kirchbuchner_Damer_Kuijper_2022, title={On Evaluating Pixel-Level Face Image Quality Assessment}, booktitle={2022 30th European Signal Processing Conference (EUSIPCO)}, author={Huber, Marco and Terhörst, Philipp and Kirchbuchner, Florian and Damer, Naser and Kuijper, Arjan}, year={2022}, pages={1052–1056} }
LibreCat
2022 | Journal Article | LibreCat-ID: 34716
@article{Terhörst_Kolf_Huber_Kirchbuchner_Damer_Moreno_Fierrez_Kuijper_2022, title={A Comprehensive Study on Face Recognition Biases Beyond Demographics}, volume={3}, DOI={10.1109/TTS.2021.3111823}, number={1}, journal={IEEE Transactions on Technology and Society}, author={Terhörst, Philipp and Kolf, Jan Niklas and Huber, Marco and Kirchbuchner, Florian and Damer, Naser and Moreno, Aythami Morales and Fierrez, Julian and Kuijper, Arjan}, year={2022}, pages={16–30} }
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 34710
@inproceedings{Huber_Terhörst_Luu_Kirchbuchner_Damer_2022, title={Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-aware Face Recognition}, DOI={10.1109/ICPR56361.2022.9956452}, booktitle={26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022}, publisher={IEEE}, author={Huber, Marco and Terhörst, Philipp and Luu, Anh Thi and Kirchbuchner, Florian and Damer, Naser}, year={2022}, pages={938–944} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 34709
@article{Roig_Rathgeb_Drozdowski_Terhörst_Struc_Busch_2022, title={An Attack on Facial Soft-Biometric Privacy Enhancement}, volume={4}, DOI={10.1109/TBIOM.2022.3172724}, number={2}, journal={IEEE Trans. Biom. Behav. Identity Sci.}, author={Roig, Dailé Osorio and Rathgeb, Christian and Drozdowski, Pawel and Terhörst, Philipp and Struc, Vitomir and Busch, Christoph}, year={2022}, pages={263–275} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 34617
@article{Huber_Terhörst_Kirchbuchner_Damer_Kuijper_2022, title={Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition}, DOI={10.48550/ARXIV.2210.10354}, journal={33nd British Machine Vision Conference 2022}, publisher={arXiv}, author={Huber, Marco and Terhörst, Philipp and Kirchbuchner, Florian and Damer, Naser and Kuijper, Arjan}, year={2022} }
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 34570
@article{Terhörst_2022, title={On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations}, DOI={10.48550/ARXIV.2203.12387}, journal={IEEE IJCB}, author={Terhörst, Philipp}, year={2022} }
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 34715
@inproceedings{Terhörst_Boller_Damer_Kirchbuchner_Kuijper_2021, title={MiDeCon: Unsupervised and Accurate Fingerprint and Minutia Quality Assessment based on Minutia Detection Confidence}, DOI={10.1109/IJCB52358.2021.9484404}, booktitle={International IEEE Joint Conference on Biometrics, IJCB 2021, Shenzhen, China, August 4-7, 2021}, publisher={IEEE}, author={Terhörst, Philipp and Boller, André and Damer, Naser and Kirchbuchner, Florian and Kuijper, Arjan}, year={2021}, pages={1–8} }
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 34714
@article{Meden_Rot_Terhörst_Damer_Kuijper_Scheirer_Ross_Peer_Struc_2021, title={Privacy-Enhancing Face Biometrics: A Comprehensive Survey}, volume={16}, DOI={10.1109/TIFS.2021.3096024}, journal={IEEE Trans. Inf. Forensics Secur.}, author={Meden, Blaz and Rot, Peter and Terhörst, Philipp and Damer, Naser and Kuijper, Arjan and Scheirer, Walter J. and Ross, Arun and Peer, Peter and Struc, Vitomir}, year={2021}, pages={4147–4183} }
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 34713
@article{Terhörst_Fährmann_Kolf_Damer_Kirchbuchner_Kuijper_2021, title={MAAD-Face: A Massively Annotated Attribute Dataset for Face Images}, volume={16}, DOI={10.1109/TIFS.2021.3096120}, journal={IEEE Trans. Inf. Forensics Secur.}, author={Terhörst, Philipp and Fährmann, Daniel and Kolf, Jan Niklas and Damer, Naser and Kirchbuchner, Florian and Kuijper, Arjan}, year={2021}, pages={3942–3957} }
LibreCat
| DOI
2021 | Dissertation | LibreCat-ID: 34711
@book{Terhörst_2021, title={Mitigating Soft-Biometric Driven Bias and Privacy Concerns in Face Recognition Systems}, publisher={Technical University of Darmstadt, Germany}, author={Terhörst, Philipp}, year={2021} }
LibreCat
2021 | Journal Article | LibreCat-ID: 34712
@article{Terhörst_Fährmann_Damer_Kirchbuchner_Kuijper_2021, title={On Soft-Biometric Information Stored in Biometric Face Embeddings}, volume={3}, DOI={10.1109/TBIOM.2021.3093920}, number={4}, journal={IEEE Trans. Biom. Behav. Identity Sci.}, author={Terhörst, Philipp and Fährmann, Daniel and Damer, Naser and Kirchbuchner, Florian and Kuijper, Arjan}, year={2021}, pages={519–534} }
LibreCat
| DOI