37 Publications
2026 | Journal Article | LibreCat-ID: 64209
Bay-CoFE: Bayesian consistency-driven feature elimination for eXplainable AI
R.P. Bora, P. Terhörst, R.N.J. Veldhuis, R. Ramachandra, K.B. Raja, Neurocomputing 667 (2026) 132219.
LibreCat
| DOI
R.P. Bora, P. Terhörst, R.N.J. Veldhuis, R. Ramachandra, K.B. Raja, Neurocomputing 667 (2026) 132219.
2026 | Journal Article | LibreCat-ID: 64208
FRIES: Framework for inconsistency estimation of saliency metrics
R.P. Bora, P. Terhörst, R.N.J. Veldhuis, R. Ramachandra, K.B. Raja, Pattern Recognit. 171 (2026) 112136.
LibreCat
| DOI
R.P. Bora, P. Terhörst, R.N.J. Veldhuis, R. Ramachandra, K.B. Raja, Pattern Recognit. 171 (2026) 112136.
2025 | Book Chapter | LibreCat-ID: 64201
From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing
I. DeAndres-Tame, M. Faisal, R. Tolosana, R. Al-Refai, R. Vera-Rodriguez, P. Terhörst, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.
LibreCat
| DOI
I. DeAndres-Tame, M. Faisal, R. Tolosana, R. Al-Refai, R. Vera-Rodriguez, P. Terhörst, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.
2025 | Conference Paper | LibreCat-ID: 64204
Effective Backdoor Learning on Open-Set Face Recognition Systems
D. Voth, L. Dane, J. Grebe, S. Peitz, P. Terhörst, in: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2025.
LibreCat
| DOI
D. Voth, L. Dane, J. Grebe, S. Peitz, P. Terhörst, in: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2025.
2025 | Conference Paper | LibreCat-ID: 64203
FALCON: Fair Face Recognition via Local Optimal Feature Normalization
R. Al-Refai, P. Hempel, C. Biagi, P. Terhörst, in: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2025.
LibreCat
| DOI
R. Al-Refai, P. Hempel, C. Biagi, P. Terhörst, in: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2025.
2025 | Conference Paper | LibreCat-ID: 64207
BELIEF - Bayesian Sign Entropy Regularization for LIME Framework
R.P. Bora, P. Terhörst, R.N.J. Veldhuis, R. Ramachandra, K.B. Raja, in: S. Chiappa, S. Magliacane (Eds.), Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace, Rio de Janeiro, Brazil, 21-25 July 2025, PMLR, 2025, pp. 332–354.
LibreCat
R.P. Bora, P. Terhörst, R.N.J. Veldhuis, R. Ramachandra, K.B. Raja, in: S. Chiappa, S. Magliacane (Eds.), Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace, Rio de Janeiro, Brazil, 21-25 July 2025, PMLR, 2025, pp. 332–354.
2025 | Conference Paper | LibreCat-ID: 64205
Chasing Shadows: Solving Deepfake Detection Benchmarks Using Irrelevant Features Only
Y. Xu, P. Terhörst, M. Pedersen, K. Raja, in: 2025 IEEE 19th International Conference on Automatic Face and Gesture Recognition (FG), IEEE, 2025.
LibreCat
| DOI
Y. Xu, P. Terhörst, M. Pedersen, K. Raja, in: 2025 IEEE 19th International Conference on Automatic Face and Gesture Recognition (FG), IEEE, 2025.
2025 | Journal Article | LibreCat-ID: 64206
A Responsible Face Recognition Approach for Small and Mid-Scale Systems Through Personalized Neural Networks
S. Groß, S. Heindorf, P. Terhörst, CoRR abs/2505.19920 (2025).
LibreCat
| DOI
S. Groß, S. Heindorf, P. Terhörst, CoRR abs/2505.19920 (2025).
2025 | Journal Article | LibreCat-ID: 64210
A Comprehensive Re-Evaluation of Biometric Modality Properties in the Modern Era
R. Al-Refai, P.P. Ramasamy, R. Ramesh, P. Arias-Cabarcos, P. Terhörst, ArXiv Preprint ArXiv:2508.13874 (2025).
LibreCat
R. Al-Refai, P.P. Ramasamy, R. Ramesh, P. Arias-Cabarcos, P. Terhörst, ArXiv Preprint ArXiv:2508.13874 (2025).
2024 | Journal Article | LibreCat-ID: 64193
Analyzing Fairness in Deepfake Detection With Massively Annotated Databases
Y. Xu, P. Terhörst, M. Pedersen, K. Raja, IEEE Transactions on Technology and Society 5 (2024) 93–106.
LibreCat
| DOI
Y. Xu, P. Terhörst, M. Pedersen, K. Raja, IEEE Transactions on Technology and Society 5 (2024) 93–106.
2024 | Conference Paper | LibreCat-ID: 64192
SLICE: Stabilized LIME for Consistent Explanations for Image Classification
R.P. Bora, P. Terhörst, R. Veldhuis, R. Ramachandra, K. Raja, in: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, 2024.
LibreCat
| DOI
R.P. Bora, P. Terhörst, R. Veldhuis, R. Ramachandra, K. Raja, in: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, 2024.
2024 | Conference Paper | LibreCat-ID: 64191
Efficient Explainable Face Verification based on Similarity Score Argument Backpropagation
M. Huber, A.T. Luu, P. Terhörst, N. Damer, in: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2024.
LibreCat
| DOI
M. Huber, A.T. Luu, P. Terhörst, N. Damer, in: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2024.
2024 | Journal Article | LibreCat-ID: 64197
NeuroIDBench: An open-source benchmark framework for the standardization of methodology in brainwave-based authentication research
A.K. Chaurasia, M. Fallahi, T. Strufe, P. Terhörst, P.A. Cabarcos, Journal of Information Security and Applications 85 (2024).
LibreCat
| DOI
A.K. Chaurasia, M. Fallahi, T. Strufe, P. Terhörst, P.A. Cabarcos, Journal of Information Security and Applications 85 (2024).
2024 | Book Chapter | LibreCat-ID: 64202
CoFE: Consistency-Driven Feature Elimination for eXplainable AI
R.P. Bora, P. Terhörst, R. Veldhuis, R. Ramachandra, K. Raja, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2024.
LibreCat
| DOI
R.P. Bora, P. Terhörst, R. Veldhuis, R. Ramachandra, K. Raja, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2024.
2024 | Conference Paper | LibreCat-ID: 64196
ASPECD: Adaptable Soft-Biometric Privacy-Enhancement Using Centroid Decoding for Face Verification
P. Rot, P. Terhörst, P. Peer, V. Štruc, in: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), IEEE, 2024.
LibreCat
| DOI
P. Rot, P. Terhörst, P. Peer, V. Štruc, in: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), IEEE, 2024.
2024 | Conference Paper | LibreCat-ID: 64198
On the Trustworthiness of Face Morphing Attack Detectors
R. Al-Refai, C. Biagi, C. Chen, K. Raja, R. Ramachandra, C. Busch, P. Terhörst, in: 2024 IEEE International Joint Conference on Biometrics (IJCB), IEEE, 2024.
LibreCat
| DOI
R. Al-Refai, C. Biagi, C. Chen, K. Raja, R. Ramachandra, C. Busch, P. Terhörst, in: 2024 IEEE International Joint Conference on Biometrics (IJCB), IEEE, 2024.
2024 | Conference Paper | LibreCat-ID: 64195
How does Rejecting Low-Confidence Decisions in Face Recognition Affect Fairness?
P. Saha, A. Sinha, P. Terhörst, in: 2024 12th International Workshop on Biometrics and Forensics (IWBF), IEEE, 2024.
LibreCat
| DOI
P. Saha, A. Sinha, P. Terhörst, in: 2024 12th International Workshop on Biometrics and Forensics (IWBF), IEEE, 2024.
2023 | Conference Paper | LibreCat-ID: 53358
QMagFace: Simple and Accurate Quality-Aware Face Recognition
P. Terhörst, M. Ihlefeld, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, in: 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2023.
LibreCat
| DOI
P. Terhörst, M. Ihlefeld, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, in: 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2023.
2023 | Conference Paper | LibreCat-ID: 53357
Explaining Face Recognition Through SHAP-Based Pixel-Level Face Image Quality Assessment
C. Biagi, L. Rethfeld, A. Kuijper, P. Terhörst, in: 2023 IEEE International Joint Conference on Biometrics (IJCB), IEEE, 2023.
LibreCat
| DOI
C. Biagi, L. Rethfeld, A. Kuijper, P. Terhörst, in: 2023 IEEE International Joint Conference on Biometrics (IJCB), IEEE, 2023.
2023 | Journal Article | LibreCat-ID: 53356
Pixel-Level Face Image Quality Assessment for Explainable Face Recognition
P. Terhörst, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, IEEE Transactions on Biometrics, Behavior, and Identity Science 5 (2023) 288–297.
LibreCat
| DOI
P. Terhörst, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, IEEE Transactions on Biometrics, Behavior, and Identity Science 5 (2023) 288–297.
2023 | Conference Paper | LibreCat-ID: 53355
PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric Face Recognition
P.C. Neto, A.F. Sequeira, J.S. Cardoso, P. Terhörst, in: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), IEEE, 2023.
LibreCat
| DOI
P.C. Neto, A.F. Sequeira, J.S. Cardoso, P. Terhörst, in: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), IEEE, 2023.
2023 | Conference Paper | LibreCat-ID: 53354
Uncertainty-aware Comparison Scores for Face Recognition
M. Huber, P. Terhörst, F. Kirchbuchner, A. Kuijper, N. Damer, in: 2023 11th International Workshop on Biometrics and Forensics (IWBF), IEEE, 2023.
LibreCat
| DOI
M. Huber, P. Terhörst, F. Kirchbuchner, A. Kuijper, N. Damer, in: 2023 11th International Workshop on Biometrics and Forensics (IWBF), IEEE, 2023.
2023 | Conference Paper | LibreCat-ID: 38126
QMagFace: Simple and Accurate Quality-Aware Face Recognition
P. Terhörst, M. Ihlefeld, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, in: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023, pp. 3484–3494.
LibreCat
P. Terhörst, M. Ihlefeld, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, in: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023, pp. 3484–3494.
2023 | Conference Paper | LibreCat-ID: 53353
Explaining Face Recognition Through SHAP-Based Pixel-Level Face Image Quality Assessment
C. Biagi, L. Rethfeld, A. Kuijper, P. Terhörst, in: 2023 IEEE International Joint Conference on Biometrics (IJCB), IEEE, 2023.
LibreCat
| DOI
C. Biagi, L. Rethfeld, A. Kuijper, P. Terhörst, in: 2023 IEEE International Joint Conference on Biometrics (IJCB), IEEE, 2023.
2023 | Journal Article | LibreCat-ID: 64194
A novel indexing algorithm for latent palmprints leveraging minutiae and orientation field
J. Khodadoust, R. Monroy, M.A. Medina-Pérez, O. Loyola-González, W. Kusakunniran, A. Boller, P. Terhörst, Intelligent Systems with Applications 21 (2023).
LibreCat
| DOI
J. Khodadoust, R. Monroy, M.A. Medina-Pérez, O. Loyola-González, W. Kusakunniran, A. Boller, P. Terhörst, Intelligent Systems with Applications 21 (2023).
2022 | Journal Article | LibreCat-ID: 38128
On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations
P. Terhörst, F. Bierbaum, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, International IEEE Joint Conference on Biometrics, IJCB 2022, Abu Dhabi, United Arab Emirates, October 10-13, 2022 (2022) 1–8.
LibreCat
P. Terhörst, F. Bierbaum, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, International IEEE Joint Conference on Biometrics, IJCB 2022, Abu Dhabi, United Arab Emirates, October 10-13, 2022 (2022) 1–8.
2022 | Conference Paper | LibreCat-ID: 38127
On Evaluating Pixel-Level Face Image Quality Assessment
M. Huber, P. Terhörst, F. Kirchbuchner, N. Damer, A. Kuijper, in: 2022 30th European Signal Processing Conference (EUSIPCO), 2022, pp. 1052–1056.
LibreCat
M. Huber, P. Terhörst, F. Kirchbuchner, N. Damer, A. Kuijper, in: 2022 30th European Signal Processing Conference (EUSIPCO), 2022, pp. 1052–1056.
2022 | Journal Article | LibreCat-ID: 34716
A Comprehensive Study on Face Recognition Biases Beyond Demographics
P. Terhörst, J.N. Kolf, M. Huber, F. Kirchbuchner, N. Damer, A.M. Moreno, J. Fierrez, A. Kuijper, IEEE Transactions on Technology and Society 3 (2022) 16–30.
LibreCat
| DOI
P. Terhörst, J.N. Kolf, M. Huber, F. Kirchbuchner, N. Damer, A.M. Moreno, J. Fierrez, A. Kuijper, IEEE Transactions on Technology and Society 3 (2022) 16–30.
2022 | Conference Paper | LibreCat-ID: 34710
Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-aware Face Recognition
M. Huber, P. Terhörst, A.T. Luu, F. Kirchbuchner, N. Damer, in: 26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022, IEEE, 2022, pp. 938–944.
LibreCat
| DOI
M. Huber, P. Terhörst, A.T. Luu, F. Kirchbuchner, N. Damer, in: 26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022, IEEE, 2022, pp. 938–944.
2022 | Journal Article | LibreCat-ID: 34709
An Attack on Facial Soft-Biometric Privacy Enhancement
D.O. Roig, C. Rathgeb, P. Drozdowski, P. Terhörst, V. Struc, C. Busch, IEEE Trans. Biom. Behav. Identity Sci. 4 (2022) 263–275.
LibreCat
| DOI
D.O. Roig, C. Rathgeb, P. Drozdowski, P. Terhörst, V. Struc, C. Busch, IEEE Trans. Biom. Behav. Identity Sci. 4 (2022) 263–275.
2022 | Journal Article | LibreCat-ID: 34617
Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition
M. Huber, P. Terhörst, F. Kirchbuchner, N. Damer, A. Kuijper, 33nd British Machine Vision Conference 2022 (2022).
LibreCat
| DOI
M. Huber, P. Terhörst, F. Kirchbuchner, N. Damer, A. Kuijper, 33nd British Machine Vision Conference 2022 (2022).
2022 | Journal Article | LibreCat-ID: 34570
On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations
P. Terhörst, IEEE IJCB (2022).
LibreCat
| DOI
P. Terhörst, IEEE IJCB (2022).
2021 | Conference Paper | LibreCat-ID: 34715
MiDeCon: Unsupervised and Accurate Fingerprint and Minutia Quality Assessment based on Minutia Detection Confidence
P. Terhörst, A. Boller, N. Damer, F. Kirchbuchner, A. Kuijper, in: International IEEE Joint Conference on Biometrics, IJCB 2021, Shenzhen, China, August 4-7, 2021, IEEE, 2021, pp. 1–8.
LibreCat
| DOI
P. Terhörst, A. Boller, N. Damer, F. Kirchbuchner, A. Kuijper, in: International IEEE Joint Conference on Biometrics, IJCB 2021, Shenzhen, China, August 4-7, 2021, IEEE, 2021, pp. 1–8.
2021 | Journal Article | LibreCat-ID: 34714
Privacy-Enhancing Face Biometrics: A Comprehensive Survey
B. Meden, P. Rot, P. Terhörst, N. Damer, A. Kuijper, W.J. Scheirer, A. Ross, P. Peer, V. Struc, IEEE Trans. Inf. Forensics Secur. 16 (2021) 4147–4183.
LibreCat
| DOI
B. Meden, P. Rot, P. Terhörst, N. Damer, A. Kuijper, W.J. Scheirer, A. Ross, P. Peer, V. Struc, IEEE Trans. Inf. Forensics Secur. 16 (2021) 4147–4183.
2021 | Journal Article | LibreCat-ID: 34713
MAAD-Face: A Massively Annotated Attribute Dataset for Face Images
P. Terhörst, D. Fährmann, J.N. Kolf, N. Damer, F. Kirchbuchner, A. Kuijper, IEEE Trans. Inf. Forensics Secur. 16 (2021) 3942–3957.
LibreCat
| DOI
P. Terhörst, D. Fährmann, J.N. Kolf, N. Damer, F. Kirchbuchner, A. Kuijper, IEEE Trans. Inf. Forensics Secur. 16 (2021) 3942–3957.
2021 | Dissertation | LibreCat-ID: 34711
Mitigating Soft-Biometric Driven Bias and Privacy Concerns in Face Recognition Systems
P. Terhörst, Mitigating Soft-Biometric Driven Bias and Privacy Concerns in Face Recognition Systems, Technical University of Darmstadt, Germany, 2021.
LibreCat
P. Terhörst, Mitigating Soft-Biometric Driven Bias and Privacy Concerns in Face Recognition Systems, Technical University of Darmstadt, Germany, 2021.
2021 | Journal Article | LibreCat-ID: 34712
On Soft-Biometric Information Stored in Biometric Face Embeddings
P. Terhörst, D. Fährmann, N. Damer, F. Kirchbuchner, A. Kuijper, IEEE Trans. Biom. Behav. Identity Sci. 3 (2021) 519–534.
LibreCat
| DOI
P. Terhörst, D. Fährmann, N. Damer, F. Kirchbuchner, A. Kuijper, IEEE Trans. Biom. Behav. Identity Sci. 3 (2021) 519–534.
37 Publications
2026 | Journal Article | LibreCat-ID: 64209
Bay-CoFE: Bayesian consistency-driven feature elimination for eXplainable AI
R.P. Bora, P. Terhörst, R.N.J. Veldhuis, R. Ramachandra, K.B. Raja, Neurocomputing 667 (2026) 132219.
LibreCat
| DOI
R.P. Bora, P. Terhörst, R.N.J. Veldhuis, R. Ramachandra, K.B. Raja, Neurocomputing 667 (2026) 132219.
2026 | Journal Article | LibreCat-ID: 64208
FRIES: Framework for inconsistency estimation of saliency metrics
R.P. Bora, P. Terhörst, R.N.J. Veldhuis, R. Ramachandra, K.B. Raja, Pattern Recognit. 171 (2026) 112136.
LibreCat
| DOI
R.P. Bora, P. Terhörst, R.N.J. Veldhuis, R. Ramachandra, K.B. Raja, Pattern Recognit. 171 (2026) 112136.
2025 | Book Chapter | LibreCat-ID: 64201
From Pixels to Words: Leveraging Explainability in Face Recognition Through Interactive Natural Language Processing
I. DeAndres-Tame, M. Faisal, R. Tolosana, R. Al-Refai, R. Vera-Rodriguez, P. Terhörst, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.
LibreCat
| DOI
I. DeAndres-Tame, M. Faisal, R. Tolosana, R. Al-Refai, R. Vera-Rodriguez, P. Terhörst, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.
2025 | Conference Paper | LibreCat-ID: 64204
Effective Backdoor Learning on Open-Set Face Recognition Systems
D. Voth, L. Dane, J. Grebe, S. Peitz, P. Terhörst, in: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2025.
LibreCat
| DOI
D. Voth, L. Dane, J. Grebe, S. Peitz, P. Terhörst, in: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2025.
2025 | Conference Paper | LibreCat-ID: 64203
FALCON: Fair Face Recognition via Local Optimal Feature Normalization
R. Al-Refai, P. Hempel, C. Biagi, P. Terhörst, in: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2025.
LibreCat
| DOI
R. Al-Refai, P. Hempel, C. Biagi, P. Terhörst, in: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2025.
2025 | Conference Paper | LibreCat-ID: 64207
BELIEF - Bayesian Sign Entropy Regularization for LIME Framework
R.P. Bora, P. Terhörst, R.N.J. Veldhuis, R. Ramachandra, K.B. Raja, in: S. Chiappa, S. Magliacane (Eds.), Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace, Rio de Janeiro, Brazil, 21-25 July 2025, PMLR, 2025, pp. 332–354.
LibreCat
R.P. Bora, P. Terhörst, R.N.J. Veldhuis, R. Ramachandra, K.B. Raja, in: S. Chiappa, S. Magliacane (Eds.), Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace, Rio de Janeiro, Brazil, 21-25 July 2025, PMLR, 2025, pp. 332–354.
2025 | Conference Paper | LibreCat-ID: 64205
Chasing Shadows: Solving Deepfake Detection Benchmarks Using Irrelevant Features Only
Y. Xu, P. Terhörst, M. Pedersen, K. Raja, in: 2025 IEEE 19th International Conference on Automatic Face and Gesture Recognition (FG), IEEE, 2025.
LibreCat
| DOI
Y. Xu, P. Terhörst, M. Pedersen, K. Raja, in: 2025 IEEE 19th International Conference on Automatic Face and Gesture Recognition (FG), IEEE, 2025.
2025 | Journal Article | LibreCat-ID: 64206
A Responsible Face Recognition Approach for Small and Mid-Scale Systems Through Personalized Neural Networks
S. Groß, S. Heindorf, P. Terhörst, CoRR abs/2505.19920 (2025).
LibreCat
| DOI
S. Groß, S. Heindorf, P. Terhörst, CoRR abs/2505.19920 (2025).
2025 | Journal Article | LibreCat-ID: 64210
A Comprehensive Re-Evaluation of Biometric Modality Properties in the Modern Era
R. Al-Refai, P.P. Ramasamy, R. Ramesh, P. Arias-Cabarcos, P. Terhörst, ArXiv Preprint ArXiv:2508.13874 (2025).
LibreCat
R. Al-Refai, P.P. Ramasamy, R. Ramesh, P. Arias-Cabarcos, P. Terhörst, ArXiv Preprint ArXiv:2508.13874 (2025).
2024 | Journal Article | LibreCat-ID: 64193
Analyzing Fairness in Deepfake Detection With Massively Annotated Databases
Y. Xu, P. Terhörst, M. Pedersen, K. Raja, IEEE Transactions on Technology and Society 5 (2024) 93–106.
LibreCat
| DOI
Y. Xu, P. Terhörst, M. Pedersen, K. Raja, IEEE Transactions on Technology and Society 5 (2024) 93–106.
2024 | Conference Paper | LibreCat-ID: 64192
SLICE: Stabilized LIME for Consistent Explanations for Image Classification
R.P. Bora, P. Terhörst, R. Veldhuis, R. Ramachandra, K. Raja, in: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, 2024.
LibreCat
| DOI
R.P. Bora, P. Terhörst, R. Veldhuis, R. Ramachandra, K. Raja, in: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, 2024.
2024 | Conference Paper | LibreCat-ID: 64191
Efficient Explainable Face Verification based on Similarity Score Argument Backpropagation
M. Huber, A.T. Luu, P. Terhörst, N. Damer, in: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2024.
LibreCat
| DOI
M. Huber, A.T. Luu, P. Terhörst, N. Damer, in: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2024.
2024 | Journal Article | LibreCat-ID: 64197
NeuroIDBench: An open-source benchmark framework for the standardization of methodology in brainwave-based authentication research
A.K. Chaurasia, M. Fallahi, T. Strufe, P. Terhörst, P.A. Cabarcos, Journal of Information Security and Applications 85 (2024).
LibreCat
| DOI
A.K. Chaurasia, M. Fallahi, T. Strufe, P. Terhörst, P.A. Cabarcos, Journal of Information Security and Applications 85 (2024).
2024 | Book Chapter | LibreCat-ID: 64202
CoFE: Consistency-Driven Feature Elimination for eXplainable AI
R.P. Bora, P. Terhörst, R. Veldhuis, R. Ramachandra, K. Raja, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2024.
LibreCat
| DOI
R.P. Bora, P. Terhörst, R. Veldhuis, R. Ramachandra, K. Raja, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2024.
2024 | Conference Paper | LibreCat-ID: 64196
ASPECD: Adaptable Soft-Biometric Privacy-Enhancement Using Centroid Decoding for Face Verification
P. Rot, P. Terhörst, P. Peer, V. Štruc, in: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), IEEE, 2024.
LibreCat
| DOI
P. Rot, P. Terhörst, P. Peer, V. Štruc, in: 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), IEEE, 2024.
2024 | Conference Paper | LibreCat-ID: 64198
On the Trustworthiness of Face Morphing Attack Detectors
R. Al-Refai, C. Biagi, C. Chen, K. Raja, R. Ramachandra, C. Busch, P. Terhörst, in: 2024 IEEE International Joint Conference on Biometrics (IJCB), IEEE, 2024.
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R. Al-Refai, C. Biagi, C. Chen, K. Raja, R. Ramachandra, C. Busch, P. Terhörst, in: 2024 IEEE International Joint Conference on Biometrics (IJCB), IEEE, 2024.
2024 | Conference Paper | LibreCat-ID: 64195
How does Rejecting Low-Confidence Decisions in Face Recognition Affect Fairness?
P. Saha, A. Sinha, P. Terhörst, in: 2024 12th International Workshop on Biometrics and Forensics (IWBF), IEEE, 2024.
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P. Saha, A. Sinha, P. Terhörst, in: 2024 12th International Workshop on Biometrics and Forensics (IWBF), IEEE, 2024.
2023 | Conference Paper | LibreCat-ID: 53358
QMagFace: Simple and Accurate Quality-Aware Face Recognition
P. Terhörst, M. Ihlefeld, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, in: 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2023.
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P. Terhörst, M. Ihlefeld, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, in: 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, 2023.
2023 | Conference Paper | LibreCat-ID: 53357
Explaining Face Recognition Through SHAP-Based Pixel-Level Face Image Quality Assessment
C. Biagi, L. Rethfeld, A. Kuijper, P. Terhörst, in: 2023 IEEE International Joint Conference on Biometrics (IJCB), IEEE, 2023.
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C. Biagi, L. Rethfeld, A. Kuijper, P. Terhörst, in: 2023 IEEE International Joint Conference on Biometrics (IJCB), IEEE, 2023.
2023 | Journal Article | LibreCat-ID: 53356
Pixel-Level Face Image Quality Assessment for Explainable Face Recognition
P. Terhörst, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, IEEE Transactions on Biometrics, Behavior, and Identity Science 5 (2023) 288–297.
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P. Terhörst, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, IEEE Transactions on Biometrics, Behavior, and Identity Science 5 (2023) 288–297.
2023 | Conference Paper | LibreCat-ID: 53355
PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric Face Recognition
P.C. Neto, A.F. Sequeira, J.S. Cardoso, P. Terhörst, in: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), IEEE, 2023.
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P.C. Neto, A.F. Sequeira, J.S. Cardoso, P. Terhörst, in: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), IEEE, 2023.
2023 | Conference Paper | LibreCat-ID: 53354
Uncertainty-aware Comparison Scores for Face Recognition
M. Huber, P. Terhörst, F. Kirchbuchner, A. Kuijper, N. Damer, in: 2023 11th International Workshop on Biometrics and Forensics (IWBF), IEEE, 2023.
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M. Huber, P. Terhörst, F. Kirchbuchner, A. Kuijper, N. Damer, in: 2023 11th International Workshop on Biometrics and Forensics (IWBF), IEEE, 2023.
2023 | Conference Paper | LibreCat-ID: 38126
QMagFace: Simple and Accurate Quality-Aware Face Recognition
P. Terhörst, M. Ihlefeld, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, in: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023, pp. 3484–3494.
LibreCat
P. Terhörst, M. Ihlefeld, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, in: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023, pp. 3484–3494.
2023 | Conference Paper | LibreCat-ID: 53353
Explaining Face Recognition Through SHAP-Based Pixel-Level Face Image Quality Assessment
C. Biagi, L. Rethfeld, A. Kuijper, P. Terhörst, in: 2023 IEEE International Joint Conference on Biometrics (IJCB), IEEE, 2023.
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C. Biagi, L. Rethfeld, A. Kuijper, P. Terhörst, in: 2023 IEEE International Joint Conference on Biometrics (IJCB), IEEE, 2023.
2023 | Journal Article | LibreCat-ID: 64194
A novel indexing algorithm for latent palmprints leveraging minutiae and orientation field
J. Khodadoust, R. Monroy, M.A. Medina-Pérez, O. Loyola-González, W. Kusakunniran, A. Boller, P. Terhörst, Intelligent Systems with Applications 21 (2023).
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J. Khodadoust, R. Monroy, M.A. Medina-Pérez, O. Loyola-González, W. Kusakunniran, A. Boller, P. Terhörst, Intelligent Systems with Applications 21 (2023).
2022 | Journal Article | LibreCat-ID: 38128
On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations
P. Terhörst, F. Bierbaum, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, International IEEE Joint Conference on Biometrics, IJCB 2022, Abu Dhabi, United Arab Emirates, October 10-13, 2022 (2022) 1–8.
LibreCat
P. Terhörst, F. Bierbaum, M. Huber, N. Damer, F. Kirchbuchner, K. Raja, A. Kuijper, International IEEE Joint Conference on Biometrics, IJCB 2022, Abu Dhabi, United Arab Emirates, October 10-13, 2022 (2022) 1–8.
2022 | Conference Paper | LibreCat-ID: 38127
On Evaluating Pixel-Level Face Image Quality Assessment
M. Huber, P. Terhörst, F. Kirchbuchner, N. Damer, A. Kuijper, in: 2022 30th European Signal Processing Conference (EUSIPCO), 2022, pp. 1052–1056.
LibreCat
M. Huber, P. Terhörst, F. Kirchbuchner, N. Damer, A. Kuijper, in: 2022 30th European Signal Processing Conference (EUSIPCO), 2022, pp. 1052–1056.
2022 | Journal Article | LibreCat-ID: 34716
A Comprehensive Study on Face Recognition Biases Beyond Demographics
P. Terhörst, J.N. Kolf, M. Huber, F. Kirchbuchner, N. Damer, A.M. Moreno, J. Fierrez, A. Kuijper, IEEE Transactions on Technology and Society 3 (2022) 16–30.
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P. Terhörst, J.N. Kolf, M. Huber, F. Kirchbuchner, N. Damer, A.M. Moreno, J. Fierrez, A. Kuijper, IEEE Transactions on Technology and Society 3 (2022) 16–30.
2022 | Conference Paper | LibreCat-ID: 34710
Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-aware Face Recognition
M. Huber, P. Terhörst, A.T. Luu, F. Kirchbuchner, N. Damer, in: 26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022, IEEE, 2022, pp. 938–944.
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M. Huber, P. Terhörst, A.T. Luu, F. Kirchbuchner, N. Damer, in: 26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022, IEEE, 2022, pp. 938–944.
2022 | Journal Article | LibreCat-ID: 34709
An Attack on Facial Soft-Biometric Privacy Enhancement
D.O. Roig, C. Rathgeb, P. Drozdowski, P. Terhörst, V. Struc, C. Busch, IEEE Trans. Biom. Behav. Identity Sci. 4 (2022) 263–275.
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| DOI
D.O. Roig, C. Rathgeb, P. Drozdowski, P. Terhörst, V. Struc, C. Busch, IEEE Trans. Biom. Behav. Identity Sci. 4 (2022) 263–275.
2022 | Journal Article | LibreCat-ID: 34617
Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition
M. Huber, P. Terhörst, F. Kirchbuchner, N. Damer, A. Kuijper, 33nd British Machine Vision Conference 2022 (2022).
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M. Huber, P. Terhörst, F. Kirchbuchner, N. Damer, A. Kuijper, 33nd British Machine Vision Conference 2022 (2022).
2022 | Journal Article | LibreCat-ID: 34570
On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations
P. Terhörst, IEEE IJCB (2022).
LibreCat
| DOI
P. Terhörst, IEEE IJCB (2022).
2021 | Conference Paper | LibreCat-ID: 34715
MiDeCon: Unsupervised and Accurate Fingerprint and Minutia Quality Assessment based on Minutia Detection Confidence
P. Terhörst, A. Boller, N. Damer, F. Kirchbuchner, A. Kuijper, in: International IEEE Joint Conference on Biometrics, IJCB 2021, Shenzhen, China, August 4-7, 2021, IEEE, 2021, pp. 1–8.
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P. Terhörst, A. Boller, N. Damer, F. Kirchbuchner, A. Kuijper, in: International IEEE Joint Conference on Biometrics, IJCB 2021, Shenzhen, China, August 4-7, 2021, IEEE, 2021, pp. 1–8.
2021 | Journal Article | LibreCat-ID: 34714
Privacy-Enhancing Face Biometrics: A Comprehensive Survey
B. Meden, P. Rot, P. Terhörst, N. Damer, A. Kuijper, W.J. Scheirer, A. Ross, P. Peer, V. Struc, IEEE Trans. Inf. Forensics Secur. 16 (2021) 4147–4183.
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| DOI
B. Meden, P. Rot, P. Terhörst, N. Damer, A. Kuijper, W.J. Scheirer, A. Ross, P. Peer, V. Struc, IEEE Trans. Inf. Forensics Secur. 16 (2021) 4147–4183.
2021 | Journal Article | LibreCat-ID: 34713
MAAD-Face: A Massively Annotated Attribute Dataset for Face Images
P. Terhörst, D. Fährmann, J.N. Kolf, N. Damer, F. Kirchbuchner, A. Kuijper, IEEE Trans. Inf. Forensics Secur. 16 (2021) 3942–3957.
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| DOI
P. Terhörst, D. Fährmann, J.N. Kolf, N. Damer, F. Kirchbuchner, A. Kuijper, IEEE Trans. Inf. Forensics Secur. 16 (2021) 3942–3957.
2021 | Dissertation | LibreCat-ID: 34711
Mitigating Soft-Biometric Driven Bias and Privacy Concerns in Face Recognition Systems
P. Terhörst, Mitigating Soft-Biometric Driven Bias and Privacy Concerns in Face Recognition Systems, Technical University of Darmstadt, Germany, 2021.
LibreCat
P. Terhörst, Mitigating Soft-Biometric Driven Bias and Privacy Concerns in Face Recognition Systems, Technical University of Darmstadt, Germany, 2021.
2021 | Journal Article | LibreCat-ID: 34712
On Soft-Biometric Information Stored in Biometric Face Embeddings
P. Terhörst, D. Fährmann, N. Damer, F. Kirchbuchner, A. Kuijper, IEEE Trans. Biom. Behav. Identity Sci. 3 (2021) 519–534.
LibreCat
| DOI
P. Terhörst, D. Fährmann, N. Damer, F. Kirchbuchner, A. Kuijper, IEEE Trans. Biom. Behav. Identity Sci. 3 (2021) 519–534.